--------------------------------------------------------------------------------------------------------------------------
      name:  <unnamed>
       log:  /Users/nravanilla/Library/CloudStorage/Dropbox/Project INC/CPS Submission/Replication Files/7_extraordinary_i
> nc_logfile.log
  log type:  text
 opened on:  11 Nov 2024, 12:21:56

. 
. ************************
. * Main Tables & Figure *
. ************************
. 
. 
. ***********************
. * Preliminary Commands*
. ***********************
. 
. use "4_Main Dataset.dta",clear

. 
. replace inc_share =ln(1+inc_share)
(145,519 real changes made)

. replace rc_share =ln(1+rc_share) 
(148,363 real changes made)

. replace aglipay_share =ln(1+aglipay_share)
(125,910 real changes made)

. replace mormon_share =ln(1+mormon_share)
(113,247 real changes made)

. replace islam_share =ln(1+islam_share)
(134,420 real changes made)

. replace uccp_share =ln(1+uccp_share)
(117,458 real changes made)

. replace pentecostal_share =ln(1+pentecostal_share)
(122,275 real changes made)

. replace aog_share =ln(1+aog_share)
(116,454 real changes made)

. replace jehovah_share =ln(1+jehovah_share)
(145,940 real changes made)

. replace coc_share =ln(1+coc_share)
(118,413 real changes made)

. replace other_share =ln(1+other_share)
(149,644 real changes made)

. 
. tab year, gen(year)

       year |      Freq.     Percent        Cum.
------------+-----------------------------------
       2007 |     56,491       36.16       36.16
       2010 |     99,735       63.84      100.00
------------+-----------------------------------
      Total |    156,226      100.00

. tab sen, gen(sen)

        sen |      Freq.     Percent        Cum.
------------+-----------------------------------
          1 |      1,635        1.05        1.05
          2 |      1,635        1.05        2.09
          3 |      1,635        1.05        3.14
          4 |      1,525        0.98        4.12
          5 |      1,525        0.98        5.09
          6 |      1,527        0.98        6.07
          7 |      1,635        1.05        7.12
          8 |      1,635        1.05        8.16
          9 |      3,163        2.02       10.19
         10 |      1,635        1.05       11.23
         11 |      1,635        1.05       12.28
         12 |      1,528        0.98       13.26
         13 |      1,635        1.05       14.30
         14 |      1,526        0.98       15.28
         15 |      1,528        0.98       16.26
         16 |      1,635        1.05       17.31
         17 |      1,528        0.98       18.28
         18 |      1,528        0.98       19.26
         19 |      1,635        1.05       20.31
         20 |      1,528        0.98       21.29
         21 |      1,635        1.05       22.33
         22 |      1,635        1.05       23.38
         23 |      1,528        0.98       24.36
         24 |      1,635        1.05       25.40
         25 |      1,524        0.98       26.38
         26 |      1,635        1.05       27.43
         27 |      1,635        1.05       28.47
         28 |      1,528        0.98       29.45
         29 |      1,528        0.98       30.43
         30 |      1,635        1.05       31.48
         31 |      1,635        1.05       32.52
         32 |      1,526        0.98       33.50
         33 |      1,635        1.05       34.55
         34 |      1,635        1.05       35.59
         35 |      1,528        0.98       36.57
         36 |      1,635        1.05       37.62
         37 |      1,525        0.98       38.59
         38 |      1,635        1.05       39.64
         39 |      1,635        1.05       40.69
         40 |      1,635        1.05       41.73
         41 |      1,635        1.05       42.78
         42 |      1,524        0.98       43.76
         43 |      1,635        1.05       44.80
         44 |      1,635        1.05       45.85
         45 |      1,635        1.05       46.89
         46 |      1,528        0.98       47.87
         47 |      1,635        1.05       48.92
         48 |      1,528        0.98       49.90
         49 |      1,635        1.05       50.94
         50 |      1,635        1.05       51.99
         51 |      1,635        1.05       53.04
         52 |      1,527        0.98       54.01
         53 |      1,635        1.05       55.06
         54 |      1,635        1.05       56.11
         55 |      1,635        1.05       57.15
         56 |      1,635        1.05       58.20
         57 |      1,527        0.98       59.18
         58 |      1,528        0.98       60.16
         59 |      1,635        1.05       61.20
         60 |      1,527        0.98       62.18
         61 |      1,635        1.05       63.23
         62 |      1,635        1.05       64.27
         63 |      1,524        0.98       65.25
         64 |      3,163        2.02       67.27
         65 |      1,635        1.05       68.32
         66 |      1,525        0.98       69.30
         67 |      1,524        0.98       70.27
         68 |      1,635        1.05       71.32
         69 |      1,635        1.05       72.37
         70 |      1,635        1.05       73.41
         71 |      1,635        1.05       74.46
         72 |      1,635        1.05       75.50
         73 |      3,160        2.02       77.53
         74 |      1,635        1.05       78.57
         75 |      1,635        1.05       79.62
         76 |      3,162        2.02       81.64
         77 |      1,635        1.05       82.69
         78 |      1,528        0.98       83.67
         79 |      3,163        2.02       85.69
         80 |      3,163        2.02       87.72
         81 |      1,635        1.05       88.76
         82 |      1,635        1.05       89.81
         83 |      1,635        1.05       90.86
         84 |      1,635        1.05       91.90
         85 |      1,635        1.05       92.95
         86 |      1,527        0.98       93.93
         87 |      1,635        1.05       94.98
         88 |      1,635        1.05       96.02
         89 |      1,525        0.98       97.00
         90 |      1,635        1.05       98.04
         91 |      1,528        0.98       99.02
         92 |      1,527        0.98      100.00
------------+-----------------------------------
      Total |    156,226      100.00

. 
. 
. *Drop outlier municipality in terms of number of INC members; this drops the municipality of Sibutu in Tawi-Tawi provinc
> e.
. *None of the results change substantively if this municipality observaiton, although the magnitude of the main estimated
>  elasticity
. *drops from 0.97 to 0.91. This municipality is clearly an outlier, given the average share of INC voting population is 0
> .02
. *or 2% of the municipal voting population, while that in Sibutu is 0.27. 
. keep if inc_share<=0.2
(6,619 observations deleted)

. 
. ***********
. * Table 1 * List of top 24 vote-getting senatorial candidates in 2007.
. ***********
. 
. *No replication. The table presents original coding by the author, derived from secondary data sources.
. 
. 
. ***********
. * Table 2 * List of top 24 vote-getting senatorial candidates in 2010.
. ***********
. 
. *No replication. The table presents original coding by the author, derived from secondary data sources.
. 
. 
. ***********
. * Table 3 * Summary statistics.
. ***********
. 
. *Install required command if needed:
. *ssc install estout
. 
. 
. estpost summarize inc_share rc_share aglipay_share mormon_share islam_share uccp_share ///
>     pentecostal_share aog_share jehovah_share coc_share other_share ///
>     edu_none edu_elem edu_hs edu_coll edu_grad edu_unknown ///
>     ms_married ms_single ms_widowed ms_div_sep ms_comlaw_livin ms_unknown ///
>     a18_29 a30_59 a60_above ///
>     overseas_share ///
>     hh_size ///
>     female ///
>     ln_tot_inc, detail

             |  e(count)   e(sum_w)    e(mean)     e(Var)      e(sd)  e(skewn~)  e(kurto~)     e(sum)     e(min) 
-------------+---------------------------------------------------------------------------------------------------
   inc_share |    149607     149607   .0196353   .0003534   .0187991   1.759479   7.843198    2937.58          0 
    rc_share |    149607     149607   .5527258   .0288013   .1697094  -2.049827   6.654834   82691.65          0 
aglipay_sh~e |    149607     149607   .0196278   .0029464   .0542805   4.377862   26.32701   2936.463          0 
mormon_share |    149607     149607   .0014566   6.44e-06   .0025368   6.694689    108.316   217.9183          0 
 islam_share |    149607     149607   .0545522   .0282408   .1680501   3.224958   11.85482   8161.392          0 
  uccp_share |    149607     149607   .0086881   .0005988   .0244694   6.921217   70.45417   1299.805          0 
pentecosta~e |    149607     149607   .0034357   .0001096   .0104682   12.47883   279.7634   514.0106          0 
   aog_share |    149607     149607   .0049243   .0002509   .0158395   9.979014   140.7511    736.707          0 
jehovah_sh~e |    149607     149607   .0054382   .0000567   .0075289   8.361514   152.4891   813.5865          0 
   coc_share |    149607     149607   .0032814   .0001115    .010558   11.34158   190.8567   490.9186          0 
 other_share |    149607     149607   .0871594   .0084839   .0921083   2.018269   7.920274   13039.66   .0004293 
    edu_none |    149607     149607   .0376094   .0035511   .0595915   3.887964   21.99978   5626.626          0 
    edu_elem |    149607     149607    .380304   .0142712   .1194623   .0114763   2.606101   56896.15      .0602 
      edu_hs |    149607     149607   .3429629    .004459   .0667757  -.3027102   3.374437   51309.66      .0594 
    edu_coll |    149607     149607   .2260454   .0100397   .1001982   .5812885   3.255391   33817.98       .012 
    edu_grad |    149607     149607   .0041456   .0000319   .0056492   5.265283   47.01133   620.2136          0 
 edu_unknown |    149607     149607    .008934   .0002258   .0150274   5.812095   59.42032   1336.593          0 
  ms_married |    149607     149607   .5599261   .0062397   .0789915  -.1212872   2.280316   83768.87      .2287 
   ms_single |    149607     149607   .3185634   .0070591   .0840182   .4878025   1.896231   47659.31      .1428 
  ms_widowed |    149607     149607   .0547572   .0001563   .0125006   -.024404   2.883194   8192.061      .0117 
  ms_div_sep |    149607     149607    .011642   .0000246    .004957   1.054692   4.757528   1741.718       .002 
ms_comlaw_~n |    149607     149607   .0517101   .0012833   .0358226    1.19173   5.622811   7736.197          0 
  ms_unknown |    149607     149607   .0034002   .0000262   .0051202   6.019648   99.84889   508.6935          0 
      a18_29 |    149607     149607   .3503402   .0010554   .0324875   .2303851   3.734763   52413.35      .2238 
      a30_59 |    149607     149607   .5157103   .0009015   .0300256  -.1572302   3.926989   77153.87      .4092 
   a60_above |    149607     149607   .1339502   .0013551   .0368118  -.0179183   3.135028   20039.89      .0219 
overseas_s~e |    149607     149607   .0213902   .0002667   .0163323   1.876053   11.35125   3200.123          0 
     hh_size |    149607     149607   5.201296   .6737517   .8208238   .7119327   2.765045   778150.2     3.0929 
      female |    149607     149607    .493999   .0002038   .0142774  -2.592186   53.30338   73905.71       .226 
  ln_tot_inc |    149607     149607   15.51846   40.59103   6.371109  -1.965906   5.048426    2321670          0 

             |    e(max)      e(p1)      e(p5)     e(p10)     e(p25)     e(p50)     e(p75)     e(p90)     e(p95) 
-------------+---------------------------------------------------------------------------------------------------
   inc_share |  .1463553          0   .0002517   .0011729   .0054556   .0148815   .0282399    .043435   .0574106 
    rc_share |    .69235   .0000998   .0276838   .3365809   .5216107   .6218148   .6608965   .6763093   .6809809 
aglipay_sh~e |  .5789522          0          0          0   .0001116   .0006718   .0082836   .0542339   .1323964 
mormon_share |  .0629878          0          0          0   .0000425   .0004909   .0020069   .0039902   .0054302 
 islam_share |  .6924195          0          0          0    .000187   .0005556   .0024307   .1007706   .6660675 
  uccp_share |  .3783647          0          0          0   .0000494   .0007907   .0070182   .0214582   .0397873 
pentecosta~e |  .3288343          0          0          0   .0001313    .000717   .0028854   .0080812   .0138063 
   aog_share |  .3047675          0          0          0   .0000599   .0007805   .0037105   .0113679   .0205263 
jehovah_sh~e |  .2014376          0   .0002316   .0006596   .0017804   .0035465   .0065587   .0114119   .0159144 
   coc_share |   .240238          0          0          0   .0000823   .0006079   .0024089    .007383   .0154478 
 other_share |  .6610167   .0019246   .0064718   .0116094   .0248048    .054665   .1176828   .2113286   .2776855 
    edu_none |     .6229      .0029      .0053      .0068      .0099      .0172      .0342      .0888      .1518 
    edu_elem |     .7342      .1084      .1853      .2252      .2959      .3797      .4638      .5377       .577 
      edu_hs |     .5393      .1671      .2224      .2562      .3043      .3462      .3861      .4252      .4509 
    edu_coll |     .6184       .047      .0813      .1041      .1532      .2153      .2887      .3584      .4059 
    edu_grad |     .0876          0      .0003      .0006      .0013      .0026      .0049      .0086      .0122 
 edu_unknown |     .2627          0          0      .0004      .0009      .0033      .0124      .0202      .0303 
  ms_married |     .7852      .3939      .4355      .4558      .4885      .5735      .6169      .6597      .6801 
   ms_single |       .59      .1933      .2149      .2288      .2516      .2851      .4053      .4386      .4543 
  ms_widowed |     .1025      .0269      .0345      .0386      .0458      .0549      .0637      .0708      .0746 
  ms_div_sep |     .0372      .0037      .0051       .006      .0081      .0108      .0141      .0183       .021 
ms_comlaw_~n |     .3393      .0001      .0034       .012      .0262       .045      .0711      .0982      .1189 
  ms_unknown |     .1271          0      .0002      .0003      .0006      .0013      .0045      .0095      .0126 
      a18_29 |     .5154      .2726      .3002      .3128      .3296      .3476      .3711      .3922      .4064 
      a30_59 |     .6986      .4435      .4605      .4721      .4968      .5203      .5357      .5473      .5564 
   a60_above |     .2572      .0447      .0695      .0892      .1109      .1331      .1578      .1817      .1946 
overseas_s~e |     .1983      .0025      .0043      .0055      .0091      .0169      .0299      .0425      .0534 
     hh_size |    9.3585     4.0438     4.2556     4.3509     4.5381     4.8648     5.9385     6.3363     6.5385 
      female |     .5644      .4633      .4725      .4773      .4858      .4941      .5023      .5104      .5159 
  ln_tot_inc |  22.94486          0          0          0   17.26632   17.76622   18.29286   18.95475    19.8719 

             |    e(p99) 
-------------+-----------
   inc_share |  .0806809 
    rc_share |  .6869677 
aglipay_sh~e |  .2823053 
mormon_share |  .0118958 
 islam_share |  .6911109 
  uccp_share |  .1132211 
pentecosta~e |  .0465113 
   aog_share |  .0638821 
jehovah_sh~e |  .0352978 
   coc_share |  .0398801 
 other_share |   .431024 
    edu_none |     .3165 
    edu_elem |     .6444 
      edu_hs |       .49 
    edu_coll |     .5125 
    edu_grad |     .0281 
 edu_unknown |     .0671 
  ms_married |     .7196 
   ms_single |     .4933 
  ms_widowed |     .0826 
  ms_div_sep |     .0264 
ms_comlaw_~n |     .1613 
  ms_unknown |      .021 
      a18_29 |     .4325 
      a30_59 |     .5853 
   a60_above |     .2211 
overseas_s~e |     .0695 
     hh_size |    7.3101 
      female |     .5273 
  ln_tot_inc |  21.58171 

. 
. cd "/Users/nravanilla/Library/CloudStorage/Dropbox/Project INC/CPS Submission/Replication Files/5_Tables"
/Users/nravanilla/Library/CloudStorage/Dropbox/Project INC/CPS Submission/Replication Files/5_Tables

. 
. esttab using "table3.tex", replace ///
>     cells("mean(fmt(3)) sd(fmt(3)) min(fmt(3)) max(fmt(3))") ///
>     fragment ///
>     label ///
>     title("Summary statistics") ///
>     alignment(D{.}{.}{-1}) ///
>     varwidth(20) ///
>     booktabs    
(output written to table3.tex)

.         
. 
. ***********
. * Table 4 * Elasticity of INC–endorsed candidates' vote-share to INC members' share of total voting population.
. ***********
. 
. reg sen_vs inc_share ///
> rc_share aglipay_share mormon_share islam_share uccp_share pentecostal_share aog_share jehovah_share coc_share other_sha
> re ///
> if endorsed==1, vce(cl mun)

Linear regression                               Number of obs     =     35,782
                                                F(11, 1430)       =     107.96
                                                Prob > F          =     0.0000
                                                R-squared         =     0.1662
                                                Root MSE          =     .08499

                                     (Std. err. adjusted for 1,431 clusters in mun)
-----------------------------------------------------------------------------------
                  |               Robust
           sen_vs | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
------------------+----------------------------------------------------------------
        inc_share |   1.240271   .0716174    17.32   0.000     1.099785    1.380757
         rc_share |   .0916963   .0645931     1.42   0.156    -.0350112    .2184038
    aglipay_share |   .0484532   .0477214     1.02   0.310    -.0451583    .1420647
     mormon_share |   .4244761   .3167451     1.34   0.180    -.1968588    1.045811
      islam_share |  -.0755505   .0645201    -1.17   0.242    -.2021147    .0510137
       uccp_share |  -.0700215    .068998    -1.01   0.310    -.2053696    .0653267
pentecostal_share |  -.0011359   .0933173    -0.01   0.990    -.1841895    .1819177
        aog_share |   .0279371   .0646671     0.43   0.666    -.0989154    .1547897
    jehovah_share |  -.1484749   .1399531    -1.06   0.289    -.4230103    .1260604
        coc_share |  -.2429062   .1240556    -1.96   0.050    -.4862566    .0004442
      other_share |  -.0161761   .0463891    -0.35   0.727    -.1071741     .074822
            _cons |    .139663   .0454078     3.08   0.002     .0505899    .2287362
-----------------------------------------------------------------------------------

. estimates store reg1

. 
. areg sen_vs inc_share ///
> rc_share aglipay_share mormon_share islam_share uccp_share pentecostal_share aog_share jehovah_share coc_share other_sha
> re ///
> if endorsed==1 ///
> , vce(cl mun) absorb(mun)

Linear regression, absorbing indicators             Number of obs     = 35,782
Absorbed variable: mun                              No. of categories =  1,431
                                                    F(11, 1430)       =   5.82
                                                    Prob > F          = 0.0000
                                                    R-squared         = 0.3409
                                                    Adj R-squared     = 0.3133
                                                    Root MSE          = 0.0771

                                     (Std. err. adjusted for 1,431 clusters in mun)
-----------------------------------------------------------------------------------
                  |               Robust
           sen_vs | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
------------------+----------------------------------------------------------------
        inc_share |   1.437562   .2055573     6.99   0.000     1.034335    1.840788
         rc_share |   .1246402   .1763637     0.71   0.480    -.2213191    .4705995
    aglipay_share |   .0572566   .1252129     0.46   0.648     -.188364    .3028772
     mormon_share |  -.6496234   .4330238    -1.50   0.134    -1.499053    .1998066
      islam_share |   .0686743   .1428496     0.48   0.631    -.2115429    .3488915
       uccp_share |  -.2323309   .1833691    -1.27   0.205    -.5920322    .1273704
pentecostal_share |  -.0362975   .1455602    -0.25   0.803    -.3218319     .249237
        aog_share |  -.0814661    .226937    -0.36   0.720    -.5266313    .3636991
    jehovah_share |  -.2308443   .3109039    -0.74   0.458     -.840721    .3790324
        coc_share |   .2262573   .3268684     0.69   0.489    -.4149358    .8674503
      other_share |   .0171975   .1270571     0.14   0.892    -.2320409    .2664358
            _cons |     .10961   .1214243     0.90   0.367    -.1285788    .3477988
-----------------------------------------------------------------------------------

. estimates store reg2

. 
. areg sen_vs inc_share ///
> rc_share aglipay_share mormon_share islam_share uccp_share pentecostal_share aog_share jehovah_share coc_share other_sha
> re ///
> edu_none edu_elem edu_hs edu_coll edu_grad edu_unknown ///
> ms_married ms_single ms_widowed ms_div_sep ms_comlaw_livin ms_unknown /// 
> a18_29 a30_59 a60_above ///
> overseas_share ///
> hh_size ///
> male ///
> ln_tot_inc ///
> if endorsed==1 ///
> , vce(cl mun) absorb(mun) 

Linear regression, absorbing indicators             Number of obs     = 35,782
Absorbed variable: mun                              No. of categories =  1,431
                                                    F(30, 1430)       =  22.06
                                                    Prob > F          = 0.0000
                                                    R-squared         = 0.3613
                                                    Adj R-squared     = 0.3342
                                                    Root MSE          = 0.0759

                                     (Std. err. adjusted for 1,431 clusters in mun)
-----------------------------------------------------------------------------------
                  |               Robust
           sen_vs | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
------------------+----------------------------------------------------------------
        inc_share |   1.144888   .1758595     6.51   0.000     .7999181    1.489859
         rc_share |   .1050762   .1330085     0.79   0.430    -.1558365     .365989
    aglipay_share |   .0833635   .0967482     0.86   0.389    -.1064202    .2731471
     mormon_share |   .3751828   .3857612     0.97   0.331    -.3815358    1.131901
      islam_share |    .028685   .1178838     0.24   0.808    -.2025587    .2599288
       uccp_share |  -.0849902   .1478814    -0.57   0.566     -.375078    .2050976
pentecostal_share |  -.1060865   .1310266    -0.81   0.418    -.3631115    .1509384
        aog_share |  -.1781587    .200069    -0.89   0.373     -.570619    .2143015
    jehovah_share |   .0662525    .149832     0.44   0.658    -.2276616    .3601665
        coc_share |   .0030816   .2223261     0.01   0.989    -.4330387    .4392018
      other_share |  -.0121415    .096192    -0.13   0.900     -.200834     .176551
         edu_none |   17.72134   13.57461     1.31   0.192     -8.90694    44.34962
         edu_elem |   17.57582   13.56972     1.30   0.195     -9.04287    44.19451
           edu_hs |   17.78301   13.57455     1.31   0.190    -8.845151    44.41117
         edu_coll |   17.69656   13.57292     1.30   0.193    -8.928405    44.32153
         edu_grad |   17.61787   13.56282     1.30   0.194     -8.98728    44.22302
      edu_unknown |   17.71292   13.56597     1.31   0.192    -8.898416    44.32425
       ms_married |   10.06441   13.56261     0.74   0.458    -16.54033    36.66916
        ms_single |   10.07892   13.56077     0.74   0.457    -16.52221    36.68006
       ms_widowed |   9.560794   13.54342     0.71   0.480     -17.0063    36.12789
       ms_div_sep |   11.26522   13.57168     0.83   0.407    -15.35733    37.88776
  ms_comlaw_livin |   10.04103   13.56142     0.74   0.459    -16.56138    36.64345
       ms_unknown |   9.786215   13.52323     0.72   0.469    -16.74128    36.31371
           a18_29 |  -12.07284   20.35189    -0.59   0.553     -51.9956    27.84993
           a30_59 |  -12.35395   20.34498    -0.61   0.544    -52.26317    27.55526
        a60_above |  -12.11933   20.36171    -0.60   0.552    -52.06136    27.82269
   overseas_share |   .2908255    .139429     2.09   0.037     .0173182    .5643329
          hh_size |  -.0115129   .0054159    -2.13   0.034    -.0221369    -.000889
             male |  -.3384305   .0849526    -3.98   0.000    -.5050756   -.1717854
       ln_tot_inc |   .0004377   .0001626     2.69   0.007     .0001188    .0007566
            _cons |  -15.16274   27.07826    -0.56   0.576     -68.2801    37.95463
-----------------------------------------------------------------------------------

. estimates store reg3

. 
. areg sen_vs inc_share /// 
> rc_share aglipay_share mormon_share islam_share uccp_share pentecostal_share aog_share jehovah_share coc_share other_sha
> re ///
> edu_none edu_elem edu_hs edu_coll edu_grad edu_unknown ///
> ms_married ms_single ms_widowed ms_div_sep ms_comlaw_livin ms_unknown /// 
> a18_29 a30_59 a60_above ///
> overseas_share ///
> hh_size ///
> male ///
> ln_tot_inc ///
> year1 year2 ///
> if endorsed==1 ///
> , vce(cl mun) absorb(mun)
note: year2 omitted because of collinearity.

Linear regression, absorbing indicators             Number of obs     = 35,782
Absorbed variable: mun                              No. of categories =  1,431
                                                    F(31, 1430)       =  23.48
                                                    Prob > F          = 0.0000
                                                    R-squared         = 0.3623
                                                    Adj R-squared     = 0.3352
                                                    Root MSE          = 0.0759

                                     (Std. err. adjusted for 1,431 clusters in mun)
-----------------------------------------------------------------------------------
                  |               Robust
           sen_vs | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
------------------+----------------------------------------------------------------
        inc_share |   .9680616    .174016     5.56   0.000     .6267076    1.309416
         rc_share |   .0257144    .132293     0.19   0.846    -.2337949    .2852236
    aglipay_share |   .0308286    .097156     0.32   0.751    -.1597549    .2214122
     mormon_share |   .1957419   .3627286     0.54   0.590    -.5157954    .9072792
      islam_share |  -.0507282   .1186799    -0.43   0.669    -.2835336    .1820773
       uccp_share |  -.1006432   .1424054    -0.71   0.480     -.379989    .1787027
pentecostal_share |  -.1664434   .1287187    -1.29   0.196    -.4189412    .0860543
        aog_share |  -.2463221   .2035858    -1.21   0.227    -.6456809    .1530367
    jehovah_share |  -.0524319   .1410434    -0.37   0.710     -.329106    .2242423
        coc_share |  -.1170891   .2142976    -0.55   0.585    -.5374604    .3032823
      other_share |  -.0690525   .0966346    -0.71   0.475    -.2586133    .1205083
         edu_none |   17.27024   13.53642     1.28   0.202    -9.283126    43.82361
         edu_elem |   17.10988   13.53236     1.26   0.206    -9.435528    43.65529
           edu_hs |   17.33292   13.53661     1.28   0.201    -9.220826    43.88667
         edu_coll |   17.28652   13.53472     1.28   0.202    -9.263515    43.83656
         edu_grad |   17.15177   13.52428     1.27   0.205    -9.377795    43.68133
      edu_unknown |   17.26417   13.52759     1.28   0.202    -9.271879    43.80021
       ms_married |   13.03209   13.60615     0.96   0.338    -13.65807    39.72226
        ms_single |   12.84986    13.5932     0.95   0.345    -13.81489    39.51462
       ms_widowed |   13.03894   13.61503     0.96   0.338    -13.66863    39.74651
       ms_div_sep |   14.19184   13.61406     1.04   0.297    -12.51382    40.89751
  ms_comlaw_livin |   13.00296   13.60473     0.96   0.339     -13.6844    39.69032
       ms_unknown |   12.45474   13.54948     0.92   0.358    -14.12425    39.03374
           a18_29 |  -9.536982   20.05157    -0.48   0.634    -48.87063    29.79667
           a30_59 |  -9.942592   20.05071    -0.50   0.620    -49.27455    29.38936
        a60_above |  -9.833935   20.06907    -0.49   0.624     -49.2019    29.53403
   overseas_share |   .2986729    .147897     2.02   0.044     .0085546    .5887913
          hh_size |  -.0158464   .0057955    -2.73   0.006     -.027215   -.0044778
             male |  -.2632979   .0889075    -2.96   0.003    -.4377011   -.0888947
       ln_tot_inc |   .0004326   .0001618     2.67   0.008     .0001153      .00075
            year1 |   .0526193   .0143576     3.66   0.000     .0244551    .0807835
            year2 |          0  (omitted)
            _cons |  -20.05842    26.8903    -0.75   0.456    -72.80709    32.69025
-----------------------------------------------------------------------------------

. estimates store reg4

. 
. areg sen_vs inc_share ///
> rc_share aglipay_share mormon_share islam_share uccp_share pentecostal_share aog_share jehovah_share coc_share other_sha
> re ///
> edu_none edu_elem edu_hs edu_coll edu_grad edu_unknown ///
> ms_married ms_single ms_widowed ms_div_sep ms_comlaw_livin ms_unknown ///
> a18_29 a30_59 a60_above ///
> overseas_share ///
> hh_size ///
> male ///
> ln_tot_inc ///
> year1 year2 ///
> sen1 sen2-sen92 ///
> if endorsed==1 ///
> , vce(cl mun) absorb(mun)
note: year2 omitted because of collinearity.
note: sen1 omitted because of collinearity.
note: sen2 omitted because of collinearity.
note: sen3 omitted because of collinearity.
note: sen7 omitted because of collinearity.
note: sen8 omitted because of collinearity.
note: sen9 omitted because of collinearity.
note: sen10 omitted because of collinearity.
note: sen12 omitted because of collinearity.
note: sen13 omitted because of collinearity.
note: sen14 omitted because of collinearity.
note: sen15 omitted because of collinearity.
note: sen17 omitted because of collinearity.
note: sen18 omitted because of collinearity.
note: sen19 omitted because of collinearity.
note: sen21 omitted because of collinearity.
note: sen23 omitted because of collinearity.
note: sen26 omitted because of collinearity.
note: sen28 omitted because of collinearity.
note: sen29 omitted because of collinearity.
note: sen30 omitted because of collinearity.
note: sen32 omitted because of collinearity.
note: sen33 omitted because of collinearity.
note: sen34 omitted because of collinearity.
note: sen35 omitted because of collinearity.
note: sen36 omitted because of collinearity.
note: sen38 omitted because of collinearity.
note: sen39 omitted because of collinearity.
note: sen40 omitted because of collinearity.
note: sen43 omitted because of collinearity.
note: sen44 omitted because of collinearity.
note: sen45 omitted because of collinearity.
note: sen46 omitted because of collinearity.
note: sen47 omitted because of collinearity.
note: sen48 omitted because of collinearity.
note: sen50 omitted because of collinearity.
note: sen51 omitted because of collinearity.
note: sen52 omitted because of collinearity.
note: sen53 omitted because of collinearity.
note: sen54 omitted because of collinearity.
note: sen55 omitted because of collinearity.
note: sen56 omitted because of collinearity.
note: sen57 omitted because of collinearity.
note: sen58 omitted because of collinearity.
note: sen59 omitted because of collinearity.
note: sen60 omitted because of collinearity.
note: sen61 omitted because of collinearity.
note: sen62 omitted because of collinearity.
note: sen64 omitted because of collinearity.
note: sen65 omitted because of collinearity.
note: sen66 omitted because of collinearity.
note: sen67 omitted because of collinearity.
note: sen68 omitted because of collinearity.
note: sen69 omitted because of collinearity.
note: sen70 omitted because of collinearity.
note: sen71 omitted because of collinearity.
note: sen72 omitted because of collinearity.
note: sen74 omitted because of collinearity.
note: sen76 omitted because of collinearity.
note: sen78 omitted because of collinearity.
note: sen79 omitted because of collinearity.
note: sen81 omitted because of collinearity.
note: sen82 omitted because of collinearity.
note: sen83 omitted because of collinearity.
note: sen84 omitted because of collinearity.
note: sen85 omitted because of collinearity.
note: sen86 omitted because of collinearity.
note: sen87 omitted because of collinearity.
note: sen88 omitted because of collinearity.
note: sen90 omitted because of collinearity.
note: sen91 omitted because of collinearity.
note: sen92 omitted because of collinearity.

Linear regression, absorbing indicators             Number of obs     = 35,782
Absorbed variable: mun                              No. of categories =  1,431
                                                    F(52, 1430)       = 506.95
                                                    Prob > F          = 0.0000
                                                    R-squared         = 0.6167
                                                    Adj R-squared     = 0.6001
                                                    Root MSE          = 0.0589

                                     (Std. err. adjusted for 1,431 clusters in mun)
-----------------------------------------------------------------------------------
                  |               Robust
           sen_vs | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
------------------+----------------------------------------------------------------
        inc_share |   .9676131   .1745091     5.54   0.000     .6252918    1.309934
         rc_share |   .0274097   .1323235     0.21   0.836    -.2321593    .2869786
    aglipay_share |   .0323597   .0972659     0.33   0.739    -.1584394    .2231587
     mormon_share |   .1955183   .3625187     0.54   0.590    -.5156072    .9066438
      islam_share |  -.0495315    .118702    -0.42   0.677    -.2823803    .1833173
       uccp_share |  -.1002314   .1423591    -0.70   0.482    -.3794864    .1790236
pentecostal_share |  -.1661553   .1290129    -1.29   0.198    -.4192303    .0869196
        aog_share |  -.2469858   .2036357    -1.21   0.225    -.6464425    .1524709
    jehovah_share |  -.0535846   .1409581    -0.38   0.704    -.3300914    .2229221
        coc_share |   -.119523   .2162747    -0.55   0.581    -.5437726    .3047267
      other_share |  -.0673274   .0967385    -0.70   0.487    -.2570921    .1224372
         edu_none |   17.58474    13.5777     1.30   0.195    -9.049608     44.2191
         edu_elem |   17.42406   13.57357     1.28   0.199    -9.202192     44.0503
           edu_hs |   17.64767   13.57793     1.30   0.194    -8.987115    44.28246
         edu_coll |   17.60049   13.57587     1.30   0.195    -9.030259    44.23124
         edu_grad |   17.46436   13.56522     1.29   0.198    -9.145504    44.07422
      edu_unknown |   17.57857   13.56877     1.30   0.195    -9.038262    44.19541
       ms_married |   12.88688   13.62149     0.95   0.344    -13.83337    39.60712
        ms_single |   12.70481    13.6086     0.93   0.351    -13.99014    39.39976
       ms_widowed |   12.89682   13.63049     0.95   0.344    -13.84109    39.63472
       ms_div_sep |   14.04698   13.63024     1.03   0.303    -12.69042    40.78438
  ms_comlaw_livin |   12.85705   13.62011     0.94   0.345    -13.86048    39.57458
       ms_unknown |   12.31091   13.56425     0.91   0.364    -14.29704    38.91887
           a18_29 |  -9.572782   20.05753    -0.48   0.633    -48.91811    29.77255
           a30_59 |  -9.977087   20.05661    -0.50   0.619    -49.32061    29.36644
        a60_above |  -9.871125   20.07498    -0.49   0.623    -49.25069    29.50844
   overseas_share |   .2984885   .1481744     2.01   0.044     .0078259     .589151
          hh_size |  -.0157707   .0058038    -2.72   0.007    -.0271555   -.0043859
             male |  -.2632284   .0893887    -2.94   0.003    -.4385755   -.0878813
       ln_tot_inc |    .000437   .0001625     2.69   0.007     .0001182    .0007559
            year1 |   .0294489   .0144092     2.04   0.041     .0011834    .0577143
            year2 |          0  (omitted)
             sen1 |          0  (omitted)
             sen2 |          0  (omitted)
             sen3 |          0  (omitted)
             sen4 |   .0359047   .0018326    19.59   0.000     .0323097    .0394996
             sen5 |   .0213481   .0025037     8.53   0.000     .0164369    .0262593
             sen6 |   .0068841   .0020095     3.43   0.001     .0029421    .0108261
             sen7 |          0  (omitted)
             sen8 |          0  (omitted)
             sen9 |          0  (omitted)
            sen10 |          0  (omitted)
            sen11 |  -.0880936   .0018652   -47.23   0.000    -.0917525   -.0844347
            sen12 |          0  (omitted)
            sen13 |          0  (omitted)
            sen14 |          0  (omitted)
            sen15 |          0  (omitted)
            sen16 |  -.0094005   .0018555    -5.07   0.000    -.0130404   -.0057607
            sen17 |          0  (omitted)
            sen18 |          0  (omitted)
            sen19 |          0  (omitted)
            sen20 |  -.0082122   .0015814    -5.19   0.000    -.0113143   -.0051102
            sen21 |          0  (omitted)
            sen22 |   .0161568    .002006     8.05   0.000     .0122217    .0200918
            sen23 |          0  (omitted)
            sen24 |   .0260456   .0020554    12.67   0.000     .0220137    .0300774
            sen25 |   .0791143   .0030584    25.87   0.000     .0731149    .0851137
            sen26 |          0  (omitted)
            sen27 |   .0767968   .0025763    29.81   0.000     .0717432    .0818505
            sen28 |          0  (omitted)
            sen29 |          0  (omitted)
            sen30 |          0  (omitted)
            sen31 |  -.0628431   .0015851   -39.64   0.000    -.0659526   -.0597336
            sen32 |          0  (omitted)
            sen33 |          0  (omitted)
            sen34 |          0  (omitted)
            sen35 |          0  (omitted)
            sen36 |          0  (omitted)
            sen37 |   .0456104   .0032331    14.11   0.000     .0392683    .0519526
            sen38 |          0  (omitted)
            sen39 |          0  (omitted)
            sen40 |          0  (omitted)
            sen41 |  -.0198182   .0021213    -9.34   0.000    -.0239794   -.0156569
            sen42 |   .0959266   .0030859    31.08   0.000     .0898731    .1019801
            sen43 |          0  (omitted)
            sen44 |          0  (omitted)
            sen45 |          0  (omitted)
            sen46 |          0  (omitted)
            sen47 |          0  (omitted)
            sen48 |          0  (omitted)
            sen49 |   -.005833   .0034072    -1.71   0.087    -.0125167    .0008506
            sen50 |          0  (omitted)
            sen51 |          0  (omitted)
            sen52 |          0  (omitted)
            sen53 |          0  (omitted)
            sen54 |          0  (omitted)
            sen55 |          0  (omitted)
            sen56 |          0  (omitted)
            sen57 |          0  (omitted)
            sen58 |          0  (omitted)
            sen59 |          0  (omitted)
            sen60 |          0  (omitted)
            sen61 |          0  (omitted)
            sen62 |          0  (omitted)
            sen63 |   .0364344   .0023706    15.37   0.000     .0317841    .0410846
            sen64 |          0  (omitted)
            sen65 |          0  (omitted)
            sen66 |          0  (omitted)
            sen67 |          0  (omitted)
            sen68 |          0  (omitted)
            sen69 |          0  (omitted)
            sen70 |          0  (omitted)
            sen71 |          0  (omitted)
            sen72 |          0  (omitted)
            sen73 |  -.0121771   .0016709    -7.29   0.000    -.0154548   -.0088994
            sen74 |          0  (omitted)
            sen75 |   .1024222    .002075    49.36   0.000     .0983517    .1064926
            sen76 |          0  (omitted)
            sen77 |   .0496825   .0021095    23.55   0.000     .0455445    .0538205
            sen78 |          0  (omitted)
            sen79 |          0  (omitted)
            sen80 |  -.0429248   .0020353   -21.09   0.000    -.0469174   -.0389322
            sen81 |          0  (omitted)
            sen82 |          0  (omitted)
            sen83 |          0  (omitted)
            sen84 |          0  (omitted)
            sen85 |          0  (omitted)
            sen86 |          0  (omitted)
            sen87 |          0  (omitted)
            sen88 |          0  (omitted)
            sen89 |   .0499256   .0025122    19.87   0.000     .0449976    .0548537
            sen90 |          0  (omitted)
            sen91 |          0  (omitted)
            sen92 |          0  (omitted)
            _cons |  -20.19657   26.89855    -0.75   0.453    -72.96142    32.56829
-----------------------------------------------------------------------------------

. estimates store reg5

. 
. predict yhat
(option xb assumed; fitted values)

. 
. cd "/Users/nravanilla/Library/CloudStorage/Dropbox/Project INC/CPS Submission/Replication Files/5_Tables"
/Users/nravanilla/Library/CloudStorage/Dropbox/Project INC/CPS Submission/Replication Files/5_Tables

.  
. outreg2 [reg1 reg2 reg3 reg4 reg5] using  "table4.xls",replace auto(2) tex
table4.tex
table4.xls
dir : seeout

. 
. 
. ***********
. * Table 5 * Elasticity of non–endorsed candidates' vote-share to INC members' share of total voting population.
. ***********
. 
. reg sen_vs inc_share ///
> rc_share aglipay_share mormon_share islam_share uccp_share pentecostal_share aog_share jehovah_share coc_share other_sha
> re ///
> if endorsed==0, vce(cl mun)

Linear regression                               Number of obs     =    113,825
                                                F(11, 1430)       =      29.16
                                                Prob > F          =     0.0000
                                                R-squared         =     0.0097
                                                Root MSE          =     .06451

                                     (Std. err. adjusted for 1,431 clusters in mun)
-----------------------------------------------------------------------------------
                  |               Robust
           sen_vs | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
------------------+----------------------------------------------------------------
        inc_share |   .0035298     .01814     0.19   0.846    -.0320539    .0391136
         rc_share |   .0083518   .0174539     0.48   0.632    -.0258863    .0425899
    aglipay_share |   .0353246   .0134843     2.62   0.009     .0088733    .0617758
     mormon_share |   .9941603   .1489641     6.67   0.000     .7019487    1.286372
      islam_share |  -.0190097   .0169935    -1.12   0.263    -.0523445    .0143252
       uccp_share |  -.0045041    .018622    -0.24   0.809    -.0410335    .0320253
pentecostal_share |   .0435745   .0457939     0.95   0.341    -.0462559    .1334048
        aog_share |   .0078195    .022867     0.34   0.732     -.037037    .0526759
    jehovah_share |   .2204194   .0539018     4.09   0.000     .1146843    .3261544
        coc_share |  -.1377412   .0390924    -3.52   0.000    -.2144257   -.0610566
      other_share |  -.0207446   .0121589    -1.71   0.088    -.0445958    .0031066
            _cons |   .0467202    .012286     3.80   0.000     .0226197    .0708207
-----------------------------------------------------------------------------------

. estimates store reg1

. 
. areg sen_vs inc_share ///
> rc_share aglipay_share mormon_share islam_share uccp_share pentecostal_share aog_share jehovah_share coc_share other_sha
> re /// 
> if endorsed==0 ///
> , vce(cl mun) absorb(mun)

Linear regression, absorbing indicators            Number of obs     = 113,825
Absorbed variable: mun                             No. of categories =   1,431
                                                   F(11, 1430)       =   16.01
                                                   Prob > F          =  0.0000
                                                   R-squared         =  0.0407
                                                   Adj R-squared     =  0.0284
                                                   Root MSE          =  0.0639

                                     (Std. err. adjusted for 1,431 clusters in mun)
-----------------------------------------------------------------------------------
                  |               Robust
           sen_vs | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
------------------+----------------------------------------------------------------
        inc_share |  -.0701605   .0619037    -1.13   0.257    -.1915923    .0512713
         rc_share |  -.0712991    .051288    -1.39   0.165     -.171907    .0293087
    aglipay_share |     .04327   .0399099     1.08   0.278    -.0350183    .1215583
     mormon_share |   1.496286   .3345798     4.47   0.000     .8399658    2.152605
      islam_share |  -.0820539   .0502416    -1.63   0.103    -.1806091    .0165013
       uccp_share |    .074927   .0698622     1.07   0.284    -.0621163    .2119703
pentecostal_share |  -.1579158   .0996491    -1.58   0.113      -.35339    .0375583
        aog_share |  -.3611598    .113062    -3.19   0.001     -.582945   -.1393747
    jehovah_share |   .4986739   .3401497     1.47   0.143     -.168572     1.16592
        coc_share |  -.5795204   .1470387    -3.94   0.000     -.867955   -.2910857
      other_share |  -.1017994   .0365289    -2.79   0.005    -.1734553   -.0301435
            _cons |   .1036656   .0360564     2.88   0.004     .0329365    .1743947
-----------------------------------------------------------------------------------

. estimates store reg2

. 
. areg sen_vs inc_share /// 
> rc_share aglipay_share mormon_share islam_share uccp_share pentecostal_share aog_share jehovah_share coc_share other_sha
> re ///
> edu_none edu_elem edu_hs edu_coll edu_grad edu_unknown ///
> ms_married ms_single ms_widowed ms_div_sep ms_comlaw_livin ms_unknown /// 
> a18_29 a30_59 a60_above /// 
> overseas_share /// 
> hh_size /// 
> male /// 
> ln_tot_inc ///
> if endorsed==0 ///
> , vce(cl mun) absorb(mun)

Linear regression, absorbing indicators            Number of obs     = 113,825
Absorbed variable: mun                             No. of categories =   1,431
                                                   F(30, 1430)       =  125.28
                                                   Prob > F          =  0.0000
                                                   R-squared         =  0.0722
                                                   Adj R-squared     =  0.0601
                                                   Root MSE          =  0.0628

                                     (Std. err. adjusted for 1,431 clusters in mun)
-----------------------------------------------------------------------------------
                  |               Robust
           sen_vs | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
------------------+----------------------------------------------------------------
        inc_share |   .1212725   .0465956     2.60   0.009     .0298694    .2126756
         rc_share |   .0142072   .0527949     0.27   0.788    -.0893566     .117771
    aglipay_share |   .0294565    .037784     0.78   0.436    -.0446615    .1035744
     mormon_share |   .1762749   .1358632     1.30   0.195    -.0902376    .4427874
      islam_share |   .0013849   .0460714     0.03   0.976    -.0889899    .0917597
       uccp_share |  -.0111465   .0498964    -0.22   0.823    -.1090245    .0867314
pentecostal_share |   .0110564   .0677629     0.16   0.870     -.121869    .1439818
        aog_share |  -.0185939   .0720575    -0.26   0.796    -.1599436    .1227558
    jehovah_share |   .1420956   .0978423     1.45   0.147    -.0498342    .3340254
        coc_share |  -.1182052   .0864386    -1.37   0.172    -.2877651    .0513548
      other_share |    .003397   .0343456     0.10   0.921    -.0639763    .0707702
         edu_none |   7.831669   5.020794     1.56   0.119    -2.017242    17.68058
         edu_elem |   7.777441    5.02028     1.55   0.122    -2.070464    17.62534
           edu_hs |   7.828665   5.022317     1.56   0.119    -2.023234    17.68056
         edu_coll |   7.770812     5.0205     1.55   0.122    -2.077522    17.61915
         edu_grad |   7.761698   5.016738     1.55   0.122    -2.079257    17.60265
      edu_unknown |    7.84018    5.01745     1.56   0.118    -2.002172    17.68253
       ms_married |  -3.128848   4.719374    -0.66   0.507    -12.38649    6.128792
        ms_single |  -3.013132   4.719186    -0.64   0.523     -12.2704    6.244139
       ms_widowed |  -3.701028   4.719488    -0.78   0.433    -12.95889    5.556834
       ms_div_sep |  -2.650781   4.717601    -0.56   0.574    -11.90494    6.603381
  ms_comlaw_livin |  -3.132885   4.720192    -0.66   0.507    -12.39213    6.126359
       ms_unknown |  -3.324417   4.698974    -0.71   0.479    -12.54204    5.893203
           a18_29 |  -3.399835   6.713557    -0.51   0.613    -16.56931    9.769642
           a30_59 |  -3.329273     6.7115    -0.50   0.620    -16.49471    9.836168
        a60_above |  -3.224235   6.715527    -0.48   0.631    -16.39758    9.949106
   overseas_share |  -.1045333   .0331492    -3.15   0.002    -.1695596   -.0395069
          hh_size |   .0020905   .0017696     1.18   0.238    -.0013807    .0055618
             male |  -.1420445   .0313695    -4.53   0.000    -.2035797   -.0805093
       ln_tot_inc |   .0000499   .0000552     0.90   0.366    -.0000584    .0001582
            _cons |   -1.23417   9.166704    -0.13   0.893     -19.2158    16.74746
-----------------------------------------------------------------------------------

. estimates store reg3

. 
. areg sen_vs inc_share /// 
> rc_share aglipay_share mormon_share islam_share uccp_share pentecostal_share aog_share jehovah_share coc_share other_sha
> re ///
> edu_none edu_elem edu_hs edu_coll edu_grad edu_unknown ///
> ms_married ms_single ms_widowed ms_div_sep ms_comlaw_livin ms_unknown /// 
> a18_29 a30_59 a60_above /// 
> overseas_share /// 
> hh_size /// 
> male /// 
> ln_tot_inc ///
> year1 year2 ///
> if endorsed==0 ///
> , vce(cl mun) absorb(mun)
note: year2 omitted because of collinearity.

Linear regression, absorbing indicators            Number of obs     = 113,825
Absorbed variable: mun                             No. of categories =   1,431
                                                   F(31, 1430)       =  124.72
                                                   Prob > F          =  0.0000
                                                   R-squared         =  0.0730
                                                   Adj R-squared     =  0.0609
                                                   Root MSE          =  0.0628

                                     (Std. err. adjusted for 1,431 clusters in mun)
-----------------------------------------------------------------------------------
                  |               Robust
           sen_vs | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
------------------+----------------------------------------------------------------
        inc_share |   .0109233     .04222     0.26   0.796    -.0718964     .093743
         rc_share |   -.035654   .0497402    -0.72   0.474    -.1332255    .0619176
    aglipay_share |  -.0037964   .0357444    -0.11   0.915    -.0739135    .0663207
     mormon_share |    .055527   .1210182     0.46   0.646    -.1818653    .2929194
      islam_share |  -.0475812   .0434068    -1.10   0.273    -.1327291    .0375666
       uccp_share |  -.0170468   .0456431    -0.37   0.709    -.1065815    .0724879
pentecostal_share |  -.0275027   .0608008    -0.45   0.651     -.146771    .0917656
        aog_share |  -.0632777   .0692891    -0.91   0.361    -.1991968    .0726414
    jehovah_share |   .0635687   .0904147     0.70   0.482     -.113791    .2409285
        coc_share |   -.193205   .0812277    -2.38   0.018    -.3525433   -.0338667
      other_share |  -.0322707    .032341    -1.00   0.319    -.0957117    .0311703
         edu_none |   7.446823   4.893403     1.52   0.128    -2.152196    17.04584
         edu_elem |   7.383571   4.893114     1.51   0.132     -2.21488    16.98202
           edu_hs |   7.444352   4.894813     1.52   0.129    -2.157432    17.04614
         edu_coll |   7.412099   4.893472     1.51   0.130    -2.187055    17.01125
         edu_grad |   7.364808   4.890437     1.51   0.132    -2.228392    16.95801
      edu_unknown |   7.457079    4.89028     1.52   0.128    -2.135813    17.04997
       ms_married |  -1.371518   4.675326    -0.29   0.769    -10.54275    7.799715
        ms_single |   -1.37884    4.67181    -0.30   0.768    -10.54318    7.785497
       ms_widowed |  -1.628695   4.684804    -0.35   0.728    -10.81852    7.561131
       ms_div_sep |  -.9213868   4.675284    -0.20   0.844    -10.09254    8.249764
  ms_comlaw_livin |  -1.379212   4.676207    -0.29   0.768    -10.55217    7.793749
       ms_unknown |  -1.759832   4.651356    -0.38   0.705    -10.88405    7.364381
           a18_29 |  -2.012007   6.604166    -0.30   0.761     -14.9669    10.94289
           a30_59 |  -2.017943   6.603293    -0.31   0.760    -14.97112    10.93524
        a60_above |  -1.988663   6.606928    -0.30   0.763    -14.94897    10.97165
   overseas_share |  -.1051595   .0308483    -3.41   0.001    -.1656723   -.0446466
          hh_size |  -.0010531   .0018827    -0.56   0.576    -.0047462      .00264
             male |  -.0984766   .0327181    -3.01   0.003    -.1626572   -.0342959
       ln_tot_inc |   .0000486   .0000541     0.90   0.369    -.0000576    .0001548
            year1 |   .0334669   .0047449     7.05   0.000     .0241591    .0427746
            year2 |          0  (omitted)
            _cons |  -3.893525   9.059393    -0.43   0.667    -21.66465     13.8776
-----------------------------------------------------------------------------------

. estimates store reg4

. 
. areg sen_vs inc_share /// 
> rc_share aglipay_share mormon_share islam_share uccp_share pentecostal_share aog_share jehovah_share coc_share other_sha
> re ///
> edu_none edu_elem edu_hs edu_coll edu_grad edu_unknown ///
> ms_married ms_single ms_widowed ms_div_sep ms_comlaw_livin ms_unknown /// 
> a18_29 a30_59 a60_above /// 
> overseas_share /// 
> hh_size /// 
> male /// 
> ln_tot_inc ///
> year1 year2 ///
> sen1 sen2-sen92 ///
> if endorsed==0 ///
> , vce(cl mun) absorb(mun)
note: year2 omitted because of collinearity.
note: sen4 omitted because of collinearity.
note: sen5 omitted because of collinearity.
note: sen6 omitted because of collinearity.
note: sen11 omitted because of collinearity.
note: sen16 omitted because of collinearity.
note: sen20 omitted because of collinearity.
note: sen22 omitted because of collinearity.
note: sen24 omitted because of collinearity.
note: sen25 omitted because of collinearity.
note: sen27 omitted because of collinearity.
note: sen31 omitted because of collinearity.
note: sen37 omitted because of collinearity.
note: sen41 omitted because of collinearity.
note: sen42 omitted because of collinearity.
note: sen49 omitted because of collinearity.
note: sen63 omitted because of collinearity.
note: sen73 omitted because of collinearity.
note: sen75 omitted because of collinearity.
note: sen77 omitted because of collinearity.
note: sen80 omitted because of collinearity.
note: sen89 omitted because of collinearity.
note: sen91 omitted because of collinearity.
note: sen92 omitted because of collinearity.

Linear regression, absorbing indicators            Number of obs     = 113,825
Absorbed variable: mun                             No. of categories =   1,431
                                                   F(100, 1430)      =  537.47
                                                   Prob > F          =  0.0000
                                                   R-squared         =  0.6603
                                                   Adj R-squared     =  0.6557
                                                   Root MSE          =  0.0380

                                     (Std. err. adjusted for 1,431 clusters in mun)
-----------------------------------------------------------------------------------
                  |               Robust
           sen_vs | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
------------------+----------------------------------------------------------------
        inc_share |   .0101321   .0423429     0.24   0.811    -.0729287    .0931929
         rc_share |  -.0336059   .0498583    -0.67   0.500    -.1314091    .0641973
    aglipay_share |  -.0020174   .0359597    -0.06   0.955    -.0725569     .068522
     mormon_share |   .0538304   .1204355     0.45   0.655    -.1824188    .2900795
      islam_share |  -.0461718   .0434342    -1.06   0.288    -.1313734    .0390297
       uccp_share |  -.0155989   .0454612    -0.34   0.732    -.1047766    .0735789
pentecostal_share |  -.0271975   .0610945    -0.45   0.656    -.1470419     .092647
        aog_share |  -.0640195   .0691883    -0.93   0.355     -.199741    .0717019
    jehovah_share |   .0637525   .0897609     0.71   0.478    -.1123247    .2398296
        coc_share |  -.1937215   .0825733    -2.35   0.019    -.3556993   -.0317437
      other_share |   -.030413   .0325804    -0.93   0.351    -.0943234    .0334974
         edu_none |   7.745843   4.964421     1.56   0.119    -1.992486    17.48417
         edu_elem |   7.682104   4.963993     1.55   0.122    -2.055385    17.41959
           edu_hs |   7.743538   4.965846     1.56   0.119    -1.997587    17.48466
         edu_coll |    7.71054   4.964299     1.55   0.121    -2.027549    17.44863
         edu_grad |   7.661677   4.960972     1.54   0.123    -2.069887    17.39324
      edu_unknown |   7.756185   4.961127     1.56   0.118    -1.975683    17.48805
       ms_married |  -1.453762   4.690916    -0.31   0.757    -10.65558    7.748052
        ms_single |  -1.461024   4.687582    -0.31   0.755     -10.6563    7.734251
       ms_widowed |    -1.7078   4.700086    -0.36   0.716     -10.9276    7.512003
       ms_div_sep |  -1.003246    4.69175    -0.21   0.831     -10.2067    8.200204
  ms_comlaw_livin |  -1.462063   4.691875    -0.31   0.755    -10.66576    7.741633
       ms_unknown |  -1.842251   4.666393    -0.39   0.693    -10.99596     7.31146
           a18_29 |  -2.016228   6.629326    -0.30   0.761    -15.02048    10.98802
           a30_59 |   -2.02104   6.628441    -0.30   0.760    -15.02355    10.98147
        a60_above |  -1.994529   6.631914    -0.30   0.764    -15.00385    11.01479
   overseas_share |  -.1055867   .0310638    -3.40   0.001    -.1665222   -.0446512
          hh_size |  -.0009446   .0019059    -0.50   0.620    -.0046832     .002794
             male |  -.0987678   .0331821    -2.98   0.003    -.1638585   -.0336771
       ln_tot_inc |   .0000525   .0000553     0.95   0.342    -.0000559     .000161
            year1 |  -.0031986   .0047322    -0.68   0.499    -.0124814    .0060842
            year2 |          0  (omitted)
             sen1 |   .0780184   .0012094    64.51   0.000     .0756461    .0803908
             sen2 |  -.0014671   .0008331    -1.76   0.078    -.0031013    .0001671
             sen3 |   .0022546   .0009656     2.33   0.020     .0003605    .0041488
             sen4 |          0  (omitted)
             sen5 |          0  (omitted)
             sen6 |          0  (omitted)
             sen7 |   .1086917   .0015229    71.37   0.000     .1057043    .1116792
             sen8 |    .011057    .000604    18.31   0.000     .0098722    .0122419
             sen9 |   .0109681   .0003689    29.73   0.000     .0102444    .0116918
            sen10 |   .0327164   .0013396    24.42   0.000     .0300885    .0353443
            sen11 |          0  (omitted)
            sen12 |  -.0035422   .0002203   -16.08   0.000    -.0039744     -.00311
            sen13 |  -.0092594    .000547   -16.93   0.000    -.0103325   -.0081863
            sen14 |   .1538537   .0020416    75.36   0.000     .1498489    .1578585
            sen15 |   .0035425    .000248    14.28   0.000     .0030559     .004029
            sen16 |          0  (omitted)
            sen17 |   .0126955   .0003658    34.70   0.000     .0119779    .0134131
            sen18 |   .0685924   .0013681    50.14   0.000     .0659087    .0712761
            sen19 |   -.003607   .0005369    -6.72   0.000    -.0046602   -.0025537
            sen20 |          0  (omitted)
            sen21 |   .1195514   .0015572    76.77   0.000     .1164968    .1226061
            sen22 |          0  (omitted)
            sen23 |  -.0030451   .0002243   -13.58   0.000     -.003485   -.0026052
            sen24 |          0  (omitted)
            sen25 |          0  (omitted)
            sen26 |  -.0013206   .0005703    -2.32   0.021    -.0024394   -.0002019
            sen27 |          0  (omitted)
            sen28 |   .0004193   .0004763     0.88   0.379     -.000515    .0013536
            sen29 |   .0388997   .0007869    49.43   0.000     .0373561    .0404433
            sen30 |   .0151417   .0011936    12.69   0.000     .0128004    .0174831
            sen31 |          0  (omitted)
            sen32 |   .1677775   .0022056    76.07   0.000      .163451     .172104
            sen33 |  -.0071058    .000542   -13.11   0.000    -.0081689   -.0060426
            sen34 |    -.00212   .0005704    -3.72   0.000     -.003239    -.001001
            sen35 |   .0451173   .0015563    28.99   0.000     .0420644    .0481703
            sen36 |   .0738478   .0009169    80.54   0.000     .0720493    .0756464
            sen37 |          0  (omitted)
            sen38 |   .0085349    .001066     8.01   0.000     .0064439    .0106259
            sen39 |   .0305725   .0010377    29.46   0.000     .0285369    .0326081
            sen40 |   .0234017   .0013466    17.38   0.000     .0207602    .0260432
            sen41 |          0  (omitted)
            sen42 |          0  (omitted)
            sen43 |   .0971708   .0014693    66.14   0.000     .0942887     .100053
            sen44 |  -.0117877    .000547   -21.55   0.000    -.0128608   -.0107146
            sen45 |   .0303399   .0007465    40.64   0.000     .0288756    .0318043
            sen46 |   .0010332   .0002774     3.72   0.000      .000489    .0015775
            sen47 |  -.0044065   .0006183    -7.13   0.000    -.0056194   -.0031936
            sen48 |   .1142357   .0016034    71.24   0.000     .1110904     .117381
            sen49 |          0  (omitted)
            sen50 |    .045292   .0009031    50.15   0.000     .0435203    .0470636
            sen51 |   .0322177   .0011021    29.23   0.000     .0300557    .0343797
            sen52 |   .1510699   .0020501    73.69   0.000     .1470484    .1550914
            sen53 |  -.0079342    .000561   -14.14   0.000    -.0090348   -.0068336
            sen54 |   .0038946   .0005577     6.98   0.000     .0028006    .0049885
            sen55 |   .0411469   .0008456    48.66   0.000     .0394881    .0428058
            sen56 |   .0132408   .0007493    17.67   0.000     .0117708    .0147107
            sen57 |   .0774761   .0012794    60.56   0.000     .0749665    .0799857
            sen58 |  -.0034014   .0002354   -14.45   0.000    -.0038631   -.0029396
            sen59 |   .0531729   .0009371    56.74   0.000     .0513346    .0550111
            sen60 |   .1068354   .0013588    78.62   0.000     .1041698    .1095009
            sen61 |   .1581661   .0015963    99.09   0.000     .1550348    .1612973
            sen62 |   .0007658   .0005971     1.28   0.200    -.0004055     .001937
            sen63 |          0  (omitted)
            sen64 |    .016266   .0006013    27.05   0.000     .0150864    .0174455
            sen65 |  -.0052312   .0008158    -6.41   0.000    -.0068314   -.0036309
            sen66 |   .1765781    .002185    80.81   0.000     .1722919    .1808643
            sen67 |   .1540631   .0016234    94.90   0.000     .1508786    .1572476
            sen68 |    .093773   .0011298    83.00   0.000     .0915567    .0959893
            sen69 |   .0162212   .0014292    11.35   0.000     .0134177    .0190247
            sen70 |  -.0117116   .0005561   -21.06   0.000    -.0128025   -.0106206
            sen71 |  -.0077892   .0005483   -14.21   0.000    -.0088648   -.0067137
            sen72 |   .0925758   .0016004    57.85   0.000     .0894364    .0957152
            sen73 |          0  (omitted)
            sen74 |   .0962846    .001389    69.32   0.000     .0935599    .0990093
            sen75 |          0  (omitted)
            sen76 |   .0967354   .0013909    69.55   0.000     .0940069     .099464
            sen77 |          0  (omitted)
            sen78 |   .0873995   .0022943    38.09   0.000     .0828989       .0919
            sen79 |  -.0037721   .0003527   -10.70   0.000     -.004464   -.0030803
            sen80 |          0  (omitted)
            sen81 |   .0501114   .0015953    31.41   0.000      .046982    .0532407
            sen82 |  -.0014352   .0005682    -2.53   0.012    -.0025498   -.0003206
            sen83 |  -.0110185    .000557   -19.78   0.000    -.0121112   -.0099259
            sen84 |   .0371374    .000968    38.36   0.000     .0352385    .0390364
            sen85 |  -.0032944   .0005741    -5.74   0.000    -.0044205   -.0021683
            sen86 |   .1536039   .0021384    71.83   0.000     .1494092    .1577986
            sen87 |  -.0104438   .0005479   -19.06   0.000    -.0115185    -.009369
            sen88 |   .0067267   .0005901    11.40   0.000     .0055691    .0078843
            sen89 |          0  (omitted)
            sen90 |  -.0058869   .0005673   -10.38   0.000    -.0069997    -.004774
            sen91 |          0  (omitted)
            sen92 |          0  (omitted)
            _cons |  -4.136475    9.08831    -0.46   0.649    -21.96433    13.69137
-----------------------------------------------------------------------------------

. estimates store reg5

. 
. predict yhat2
(option xb assumed; fitted values)

. 
. cd "/Users/nravanilla/Library/CloudStorage/Dropbox/Project INC/CPS Submission/Replication Files/5_Tables"
/Users/nravanilla/Library/CloudStorage/Dropbox/Project INC/CPS Submission/Replication Files/5_Tables

. 
. outreg2 [reg1 reg2 reg3 reg4 reg5] using  "table5.xls",replace auto(2) tex
table5.tex
table5.xls
dir : seeout

. 
. 
. ***********
. * Table 6 * Elasticity of vote-shares of INC-endorsed, anti-RH-Bill incumbents to INC members' share of total voting pop
> ulation.
. ***********
. 
. gen anti_rh_inc_endorsed=.
(149,607 missing values generated)

. replace anti_rh_inc_endorsed=1 if  ///
> (sen == 75 & year == 2010) | ///
> (sen == 24 & year == 2010) | ///
> (sen == 27 & year == 2010) | ///
> (sen == 80 & year == 2010)
(6,540 real changes made)

. 
. reg sen_vs inc_share /// 
> rc_share aglipay_share mormon_share islam_share uccp_share pentecostal_share aog_share jehovah_share coc_share other_sha
> re ///
> if anti_rh_inc_endorsed==1, vce(cl mun)

Linear regression                               Number of obs     =      6,540
                                                F(11, 1426)       =     111.75
                                                Prob > F          =     0.0000
                                                R-squared         =     0.2682
                                                Root MSE          =     .08481

                                     (Std. err. adjusted for 1,427 clusters in mun)
-----------------------------------------------------------------------------------
                  |               Robust
           sen_vs | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
------------------+----------------------------------------------------------------
        inc_share |   1.810237   .0928919    19.49   0.000     1.628017    1.992456
         rc_share |   .4057666   .0858471     4.73   0.000     .2373665    .5741667
    aglipay_share |   .1845001   .0652661     2.83   0.005     .0564723    .3125279
     mormon_share |   2.118525    .635396     3.33   0.001      .872114    3.364936
      islam_share |   .2121093    .085611     2.48   0.013     .0441724    .3800462
       uccp_share |   .0219466   .1115243     0.20   0.844    -.1968226    .2407158
pentecostal_share |   .0983799   .1330119     0.74   0.460      -.16254    .3592998
        aog_share |   .0577359    .097657     0.59   0.554    -.1338308    .2493027
    jehovah_share |   .5039595   .2632903     1.91   0.056    -.0125184    1.020437
        coc_share |  -.1056998    .169735    -0.62   0.534    -.4386568    .2272571
      other_share |   .2098664   .0611883     3.43   0.001     .0898376    .3298951
            _cons |  -.0431732   .0604391    -0.71   0.475    -.1617323    .0753859
-----------------------------------------------------------------------------------

. estimates store reg1

. 
. areg sen_vs inc_share ///
> rc_share aglipay_share mormon_share islam_share uccp_share pentecostal_share aog_share jehovah_share coc_share other_sha
> re /// 
> if anti_rh_inc_endorsed==1 ///
> , vce(cl mun) absorb(mun)

Linear regression, absorbing indicators             Number of obs     =  6,540
Absorbed variable: mun                              No. of categories =  1,427
                                                    F(11, 1426)       =  14.69
                                                    Prob > F          = 0.0000
                                                    R-squared         = 0.5254
                                                    Adj R-squared     = 0.3917
                                                    Root MSE          = 0.0773

                                     (Std. err. adjusted for 1,427 clusters in mun)
-----------------------------------------------------------------------------------
                  |               Robust
           sen_vs | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
------------------+----------------------------------------------------------------
        inc_share |   1.795786     .25891     6.94   0.000     1.287901    2.303672
         rc_share |   .1710623   .3067109     0.56   0.577    -.4305907    .7727154
    aglipay_share |   .1202757   .2041973     0.59   0.556    -.2802836     .520835
     mormon_share |   1.410465   1.329997     1.06   0.289    -1.198496    4.019425
      islam_share |   .0990696   .2457649     0.40   0.687      -.38303    .5811692
       uccp_share |  -.3301867   .3334186    -0.99   0.322    -.9842303    .3238568
pentecostal_share |  -.1802653   .6000501    -0.30   0.764    -1.357341    .9968103
        aog_share |  -.7564233   .5323918    -1.42   0.156    -1.800778    .2879317
    jehovah_share |  -.1423023   1.186621    -0.12   0.905    -2.470012    2.185408
        coc_share |    .322617    .499647     0.65   0.519     -.657505    1.302739
      other_share |   .0367843     .23009     0.16   0.873    -.4145669    .4881355
            _cons |   .1199748   .2121735     0.57   0.572    -.2962309    .5361806
-----------------------------------------------------------------------------------

. estimates store reg2

. 
. areg sen_vs inc_share /// 
> rc_share aglipay_share mormon_share islam_share uccp_share pentecostal_share aog_share jehovah_share coc_share other_sha
> re ///
> edu_none edu_elem edu_hs edu_coll edu_grad edu_unknown ///
> ms_married ms_single ms_widowed ms_div_sep ms_comlaw_livin ms_unknown /// 
> a18_29 a30_59 a60_above /// 
> overseas_share /// 
> hh_size /// 
> male /// 
> ln_tot_inc ///
> if anti_rh_inc_endorsed==1 ///
> , vce(cl mun) absorb(mun)

Linear regression, absorbing indicators             Number of obs     =  6,540
Absorbed variable: mun                              No. of categories =  1,427
                                                    F(30, 1426)       =  18.43
                                                    Prob > F          = 0.0000
                                                    R-squared         = 0.5399
                                                    Adj R-squared     = 0.4080
                                                    Root MSE          = 0.0762

                                     (Std. err. adjusted for 1,427 clusters in mun)
-----------------------------------------------------------------------------------
                  |               Robust
           sen_vs | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
------------------+----------------------------------------------------------------
        inc_share |   1.072683   .2589151     4.14   0.000     .5647871    1.580578
         rc_share |  -.0336268   .2881924    -0.12   0.907    -.5989534    .5316998
    aglipay_share |  -.0591624   .1831933    -0.32   0.747    -.4185197    .3001948
     mormon_share |   .1927092   1.020121     0.19   0.850     -1.80839    2.193808
      islam_share |  -.1045707   .2724548    -0.38   0.701    -.6390259    .4298844
       uccp_share |   -.358079   .2954582    -1.21   0.226    -.9376583    .2215003
pentecostal_share |  -.6520962    .496119    -1.31   0.189    -1.625298    .3211052
        aog_share |  -.3475986   .4875167    -0.71   0.476    -1.303925    .6087283
    jehovah_share |   .3132428   .8713351     0.36   0.719    -1.395993    2.022479
        coc_share |   .0775502   .3366372     0.23   0.818    -.5828071    .7379075
      other_share |  -.1033481   .2261316    -0.46   0.648    -.5469344    .3402382
         edu_none |   61.64277   45.75638     1.35   0.178    -28.11428    151.3998
         edu_elem |   61.99394   45.74955     1.36   0.176    -27.74971    151.7376
           edu_hs |   62.22714   45.75631     1.36   0.174    -27.52975     151.984
         edu_coll |   62.05869   45.75103     1.36   0.175    -27.68784    151.8052
         edu_grad |   60.71703   45.78252     1.33   0.185    -29.09129    150.5254
      edu_unknown |   62.55084   45.89071     1.36   0.173     -27.4697    152.5714
       ms_married |   36.14831   50.74332     0.71   0.476    -63.39126    135.6879
        ms_single |   35.95899   50.70234     0.71   0.478    -63.50019    135.4182
       ms_widowed |   36.90731   50.79406     0.73   0.468     -62.7318    136.5464
       ms_div_sep |   37.41858   50.72281     0.74   0.461    -62.08076    136.9179
  ms_comlaw_livin |   35.85482   50.72657     0.71   0.480    -63.65189    135.3615
       ms_unknown |   31.77403   50.31789     0.63   0.528    -66.93101    130.4791
           a18_29 |   29.10089   60.56557     0.48   0.631    -89.70628    147.9081
           a30_59 |   28.69394   60.54964     0.47   0.636    -90.08198    147.4699
        a60_above |   28.30802   60.57707     0.47   0.640    -90.52171    147.1378
   overseas_share |   .1882655    .245321     0.77   0.443    -.2929632    .6694942
          hh_size |  -.0158277   .0165657    -0.96   0.340    -.0483234     .016668
             male |  -.4274652   .2497921    -1.71   0.087    -.9174646    .0625343
       ln_tot_inc |   .0016041     .00037     4.34   0.000     .0008783    .0023299
            _cons |  -126.4641   85.93467    -1.47   0.141    -295.0361     42.1078
-----------------------------------------------------------------------------------

. estimates store reg3

. 
. areg sen_vs inc_share /// 
> rc_share aglipay_share mormon_share islam_share uccp_share pentecostal_share aog_share jehovah_share coc_share other_sha
> re ///
> edu_none edu_elem edu_hs edu_coll edu_grad edu_unknown ///
> ms_married ms_single ms_widowed ms_div_sep ms_comlaw_livin ms_unknown /// 
> a18_29 a30_59 a60_above /// 
> overseas_share /// 
> hh_size /// 
> male /// 
> ln_tot_inc ///
> year1 year2 ///
> if anti_rh_inc_endorsed==1 ///
> , vce(cl mun) absorb(mun)
note: year1 omitted because of collinearity.
note: year2 omitted because of collinearity.

Linear regression, absorbing indicators             Number of obs     =  6,540
Absorbed variable: mun                              No. of categories =  1,427
                                                    F(30, 1426)       =  18.41
                                                    Prob > F          = 0.0000
                                                    R-squared         = 0.5399
                                                    Adj R-squared     = 0.4080
                                                    Root MSE          = 0.0762

                                     (Std. err. adjusted for 1,427 clusters in mun)
-----------------------------------------------------------------------------------
                  |               Robust
           sen_vs | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
------------------+----------------------------------------------------------------
        inc_share |   1.072683   .2589151     4.14   0.000     .5647871    1.580578
         rc_share |  -.0336268   .2881924    -0.12   0.907    -.5989534    .5316998
    aglipay_share |  -.0591624   .1831933    -0.32   0.747    -.4185197    .3001948
     mormon_share |   .1927092   1.020121     0.19   0.850     -1.80839    2.193808
      islam_share |  -.1045707   .2724548    -0.38   0.701    -.6390259    .4298844
       uccp_share |   -.358079   .2954582    -1.21   0.226    -.9376583    .2215003
pentecostal_share |  -.6520962    .496119    -1.31   0.189    -1.625298    .3211052
        aog_share |  -.3475986   .4875167    -0.71   0.476    -1.303926    .6087283
    jehovah_share |   .3132428   .8713351     0.36   0.719    -1.395993    2.022479
        coc_share |   .0775502   .3366372     0.23   0.818    -.5828071    .7379075
      other_share |  -.1033481   .2261316    -0.46   0.648    -.5469344    .3402382
         edu_none |   61.64277   45.75639     1.35   0.178    -28.11429    151.3998
         edu_elem |   61.99394   45.74956     1.36   0.176    -27.74972    151.7376
           edu_hs |   62.22714   45.75631     1.36   0.174    -27.52977     151.984
         edu_coll |   62.05869   45.75103     1.36   0.175    -27.68786    151.8052
         edu_grad |   60.71703   45.78253     1.33   0.185     -29.0913    150.5254
      edu_unknown |   62.55084   45.89072     1.36   0.173    -27.46971    152.5714
       ms_married |   36.14831   50.74333     0.71   0.476    -63.39128    135.6879
        ms_single |   35.95899   50.70235     0.71   0.478    -63.50021    135.4182
       ms_widowed |   36.90731   50.79407     0.73   0.468    -62.73181    136.5464
       ms_div_sep |   37.41858   50.72282     0.74   0.461    -62.08077    136.9179
  ms_comlaw_livin |   35.85482   50.72658     0.71   0.480     -63.6519    135.3615
       ms_unknown |   31.77403    50.3179     0.63   0.528    -66.93102    130.4791
           a18_29 |   29.10089   60.56559     0.48   0.631    -89.70633    147.9081
           a30_59 |   28.69394   60.54966     0.47   0.636    -90.08202    147.4699
        a60_above |   28.30802   60.57709     0.47   0.640    -90.52176    147.1378
   overseas_share |   .1882655    .245321     0.77   0.443    -.2929632    .6694942
          hh_size |  -.0158277   .0165657    -0.96   0.340    -.0483234     .016668
             male |  -.4274652   .2497921    -1.71   0.087    -.9174646    .0625343
       ln_tot_inc |   .0016041     .00037     4.34   0.000     .0008783    .0023299
            year1 |          0  (omitted)
            year2 |          0  (omitted)
            _cons |  -126.4641   85.93473    -1.47   0.141    -295.0362    42.10792
-----------------------------------------------------------------------------------

. estimates store reg4

. 
. areg sen_vs inc_share /// 
> rc_share aglipay_share mormon_share islam_share uccp_share pentecostal_share aog_share jehovah_share coc_share other_sha
> re ///
> edu_none edu_elem edu_hs edu_coll edu_grad edu_unknown ///
> ms_married ms_single ms_widowed ms_div_sep ms_comlaw_livin ms_unknown /// 
> a18_29 a30_59 a60_above /// 
> overseas_share /// 
> hh_size /// 
> male /// 
> ln_tot_inc ///
> year1 year2 ///
> sen1 sen2-sen92 ///
> if anti_rh_inc_endorsed==1 ///
> , vce(cl mun) absorb(mun)
note: year1 omitted because of collinearity.
note: year2 omitted because of collinearity.
note: sen1 omitted because of collinearity.
note: sen2 omitted because of collinearity.
note: sen3 omitted because of collinearity.
note: sen4 omitted because of collinearity.
note: sen5 omitted because of collinearity.
note: sen6 omitted because of collinearity.
note: sen7 omitted because of collinearity.
note: sen8 omitted because of collinearity.
note: sen9 omitted because of collinearity.
note: sen10 omitted because of collinearity.
note: sen11 omitted because of collinearity.
note: sen12 omitted because of collinearity.
note: sen13 omitted because of collinearity.
note: sen14 omitted because of collinearity.
note: sen15 omitted because of collinearity.
note: sen16 omitted because of collinearity.
note: sen17 omitted because of collinearity.
note: sen18 omitted because of collinearity.
note: sen19 omitted because of collinearity.
note: sen20 omitted because of collinearity.
note: sen21 omitted because of collinearity.
note: sen22 omitted because of collinearity.
note: sen23 omitted because of collinearity.
note: sen25 omitted because of collinearity.
note: sen26 omitted because of collinearity.
note: sen28 omitted because of collinearity.
note: sen29 omitted because of collinearity.
note: sen30 omitted because of collinearity.
note: sen31 omitted because of collinearity.
note: sen32 omitted because of collinearity.
note: sen33 omitted because of collinearity.
note: sen34 omitted because of collinearity.
note: sen35 omitted because of collinearity.
note: sen36 omitted because of collinearity.
note: sen37 omitted because of collinearity.
note: sen38 omitted because of collinearity.
note: sen39 omitted because of collinearity.
note: sen40 omitted because of collinearity.
note: sen41 omitted because of collinearity.
note: sen42 omitted because of collinearity.
note: sen43 omitted because of collinearity.
note: sen44 omitted because of collinearity.
note: sen45 omitted because of collinearity.
note: sen46 omitted because of collinearity.
note: sen47 omitted because of collinearity.
note: sen48 omitted because of collinearity.
note: sen49 omitted because of collinearity.
note: sen50 omitted because of collinearity.
note: sen51 omitted because of collinearity.
note: sen52 omitted because of collinearity.
note: sen53 omitted because of collinearity.
note: sen54 omitted because of collinearity.
note: sen55 omitted because of collinearity.
note: sen56 omitted because of collinearity.
note: sen57 omitted because of collinearity.
note: sen58 omitted because of collinearity.
note: sen59 omitted because of collinearity.
note: sen60 omitted because of collinearity.
note: sen61 omitted because of collinearity.
note: sen62 omitted because of collinearity.
note: sen63 omitted because of collinearity.
note: sen64 omitted because of collinearity.
note: sen65 omitted because of collinearity.
note: sen66 omitted because of collinearity.
note: sen67 omitted because of collinearity.
note: sen68 omitted because of collinearity.
note: sen69 omitted because of collinearity.
note: sen70 omitted because of collinearity.
note: sen71 omitted because of collinearity.
note: sen72 omitted because of collinearity.
note: sen73 omitted because of collinearity.
note: sen74 omitted because of collinearity.
note: sen76 omitted because of collinearity.
note: sen77 omitted because of collinearity.
note: sen78 omitted because of collinearity.
note: sen79 omitted because of collinearity.
note: sen80 omitted because of collinearity.
note: sen81 omitted because of collinearity.
note: sen82 omitted because of collinearity.
note: sen83 omitted because of collinearity.
note: sen84 omitted because of collinearity.
note: sen85 omitted because of collinearity.
note: sen86 omitted because of collinearity.
note: sen87 omitted because of collinearity.
note: sen88 omitted because of collinearity.
note: sen89 omitted because of collinearity.
note: sen90 omitted because of collinearity.
note: sen91 omitted because of collinearity.
note: sen92 omitted because of collinearity.

Linear regression, absorbing indicators             Number of obs     =  6,540
Absorbed variable: mun                              No. of categories =  1,427
                                                    F(33, 1426)       = 252.56
                                                    Prob > F          = 0.0000
                                                    R-squared         = 0.8291
                                                    Adj R-squared     = 0.7800
                                                    Root MSE          = 0.0465

                                     (Std. err. adjusted for 1,427 clusters in mun)
-----------------------------------------------------------------------------------
                  |               Robust
           sen_vs | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
------------------+----------------------------------------------------------------
        inc_share |   1.072683   .2589916     4.14   0.000     .5646372    1.580728
         rc_share |  -.0336268   .2882775    -0.12   0.907    -.5991203    .5318667
    aglipay_share |  -.0591624   .1832474    -0.32   0.747    -.4186258    .3003009
     mormon_share |   .1927092   1.020422     0.19   0.850    -1.808981    2.194399
      islam_share |  -.1045707   .2725352    -0.38   0.701    -.6391837    .4300422
       uccp_share |   -.358079   .2955454    -1.21   0.226    -.9378294    .2216714
pentecostal_share |  -.6520962   .4962655    -1.31   0.189    -1.625585    .3213927
        aog_share |  -.3475986   .4876607    -0.71   0.476    -1.304208    .6090108
    jehovah_share |   .3132428   .8715923     0.36   0.719    -1.396498    2.022983
        coc_share |   .0775502   .3367366     0.23   0.818    -.5830021    .7381025
      other_share |  -.1033481   .2261984    -0.46   0.648    -.5470654    .3403691
         edu_none |   61.64277   45.76994     1.35   0.178    -28.14087    151.4264
         edu_elem |   61.99394   45.76311     1.35   0.176     -27.7763    151.7642
           edu_hs |   62.22714   45.76987     1.36   0.174    -27.55635    152.0106
         edu_coll |   62.05869   45.76458     1.36   0.175    -27.71444    151.8318
         edu_grad |   60.71703   45.79609     1.33   0.185    -29.11791     150.552
      edu_unknown |   62.55084   45.90431     1.36   0.173    -27.49638    152.5981
       ms_married |   36.14831   50.75837     0.71   0.476    -63.42079    135.7174
        ms_single |   35.95899   50.71738     0.71   0.478    -63.52969    135.4477
       ms_widowed |   36.90731   50.80913     0.73   0.468    -62.76135     136.576
       ms_div_sep |   37.41858   50.73785     0.74   0.461    -62.11027    136.9474
  ms_comlaw_livin |   35.85482   50.74162     0.71   0.480     -63.6814     135.391
       ms_unknown |   31.77403   50.33282     0.63   0.528    -66.96028    130.5083
           a18_29 |   29.10089   60.58364     0.48   0.631    -89.74173    147.9435
           a30_59 |   28.69394    60.5677     0.47   0.636    -90.11742    147.5053
        a60_above |   28.30802   60.59515     0.47   0.640    -90.55717    147.1732
   overseas_share |   .1882655   .2453934     0.77   0.443    -.2931053    .6696363
          hh_size |  -.0158277   .0165706    -0.96   0.340     -.048333    .0166776
             male |  -.4274652   .2498659    -1.71   0.087    -.9176094     .062679
       ln_tot_inc |   .0016041   .0003701     4.33   0.000     .0008781    .0023301
            year1 |          0  (omitted)
            year2 |          0  (omitted)
             sen1 |          0  (omitted)
             sen2 |          0  (omitted)
             sen3 |          0  (omitted)
             sen4 |          0  (omitted)
             sen5 |          0  (omitted)
             sen6 |          0  (omitted)
             sen7 |          0  (omitted)
             sen8 |          0  (omitted)
             sen9 |          0  (omitted)
            sen10 |          0  (omitted)
            sen11 |          0  (omitted)
            sen12 |          0  (omitted)
            sen13 |          0  (omitted)
            sen14 |          0  (omitted)
            sen15 |          0  (omitted)
            sen16 |          0  (omitted)
            sen17 |          0  (omitted)
            sen18 |          0  (omitted)
            sen19 |          0  (omitted)
            sen20 |          0  (omitted)
            sen21 |          0  (omitted)
            sen22 |          0  (omitted)
            sen23 |          0  (omitted)
            sen24 |   .0629916   .0015921    39.56   0.000     .0598684    .0661148
            sen25 |          0  (omitted)
            sen26 |          0  (omitted)
            sen27 |   .1137429   .0021403    53.14   0.000     .1095444    .1179414
            sen28 |          0  (omitted)
            sen29 |          0  (omitted)
            sen30 |          0  (omitted)
            sen31 |          0  (omitted)
            sen32 |          0  (omitted)
            sen33 |          0  (omitted)
            sen34 |          0  (omitted)
            sen35 |          0  (omitted)
            sen36 |          0  (omitted)
            sen37 |          0  (omitted)
            sen38 |          0  (omitted)
            sen39 |          0  (omitted)
            sen40 |          0  (omitted)
            sen41 |          0  (omitted)
            sen42 |          0  (omitted)
            sen43 |          0  (omitted)
            sen44 |          0  (omitted)
            sen45 |          0  (omitted)
            sen46 |          0  (omitted)
            sen47 |          0  (omitted)
            sen48 |          0  (omitted)
            sen49 |          0  (omitted)
            sen50 |          0  (omitted)
            sen51 |          0  (omitted)
            sen52 |          0  (omitted)
            sen53 |          0  (omitted)
            sen54 |          0  (omitted)
            sen55 |          0  (omitted)
            sen56 |          0  (omitted)
            sen57 |          0  (omitted)
            sen58 |          0  (omitted)
            sen59 |          0  (omitted)
            sen60 |          0  (omitted)
            sen61 |          0  (omitted)
            sen62 |          0  (omitted)
            sen63 |          0  (omitted)
            sen64 |          0  (omitted)
            sen65 |          0  (omitted)
            sen66 |          0  (omitted)
            sen67 |          0  (omitted)
            sen68 |          0  (omitted)
            sen69 |          0  (omitted)
            sen70 |          0  (omitted)
            sen71 |          0  (omitted)
            sen72 |          0  (omitted)
            sen73 |          0  (omitted)
            sen74 |          0  (omitted)
            sen75 |   .1393682   .0016998    81.99   0.000     .1360337    .1427027
            sen76 |          0  (omitted)
            sen77 |          0  (omitted)
            sen78 |          0  (omitted)
            sen79 |          0  (omitted)
            sen80 |          0  (omitted)
            sen81 |          0  (omitted)
            sen82 |          0  (omitted)
            sen83 |          0  (omitted)
            sen84 |          0  (omitted)
            sen85 |          0  (omitted)
            sen86 |          0  (omitted)
            sen87 |          0  (omitted)
            sen88 |          0  (omitted)
            sen89 |          0  (omitted)
            sen90 |          0  (omitted)
            sen91 |          0  (omitted)
            sen92 |          0  (omitted)
            _cons |  -126.5432   85.96062    -1.47   0.141     -295.166    42.07969
-----------------------------------------------------------------------------------

. estimates store reg5

. 
. cd "/Users/nravanilla/Library/CloudStorage/Dropbox/Project INC/CPS Submission/Replication Files/5_Tables"
/Users/nravanilla/Library/CloudStorage/Dropbox/Project INC/CPS Submission/Replication Files/5_Tables

. 
. outreg2 [reg1 reg2 reg3 reg4 reg5] using  "table6.xls",replace auto(2) tex
table6.tex
table6.xls
dir : seeout

. 
. 
. ************
. * Figure 1 * Vote-shares of endorsed and non-endorsed candidates and Iglesia ni Cristo's share of municipality-level vot
> ing population.
. ************
. 
. replace yhat=yhat2 if endorsed==0
(113,825 real changes made)

. 
. graph twoway ///
>     (lfit yhat inc_share if endorsed==1, lcolor(navy) lpattern(solid) ///
>     legend(order(1 "Endorsed candidates" 2 "Non-endorsed candidates" 3 "45-degree Line"))) ///
>     (lfit yhat inc_share if endorsed==0, lcolor(navy) lpattern(dot)) ///
>     (lfit inc_share inc_share, lcolor(red) lpattern(dash)), ///
>     ytitle("Predicted value of vote-shares") ///
>     xtitle("INC share of voting population") ///
>     legend(position(10) ring(0) cols(1))

. 
. cd "/Users/nravanilla/Library/CloudStorage/Dropbox/Project INC/CPS Submission/Replication Files/6_Figures"
/Users/nravanilla/Library/CloudStorage/Dropbox/Project INC/CPS Submission/Replication Files/6_Figures

. 
. graph export "Figure1.png", width(1000) replace
file /Users/nravanilla/Library/CloudStorage/Dropbox/Project INC/CPS Submission/Replication Files/6_Figures/Figure1.png
    saved as PNG format

.         
.         
.         
. ************************
. * Supplementary Tables *
. ************************
. 
. 
. ************
. * Table A1 *
. ************
. 
. *No replication. The table presents original coding by the author, derived from secondary data sources.
. 
. 
. ************
. * Table A2 *
. ************
. 
. *No replication. The table presents original coding by the author, derived from secondary data sources.
. 
. 
. ************
. * Table A3 * Elasticity of INC–endorsed candidates' vote-share to INC members' share of total voting population in ARMM 
> region only.
. ************
. 
. reg sen_vs inc_share /// 
> rc_share aglipay_share mormon_share islam_share uccp_share pentecostal_share aog_share jehovah_share coc_share other_sha
> re ///
> if endorsed==1 & reg=="ARMM", vce(cl mun)

Linear regression                               Number of obs     =      2,088
                                                F(11, 109)        =      11.99
                                                Prob > F          =     0.0000
                                                R-squared         =     0.0714
                                                Root MSE          =     .08104

                                       (Std. err. adjusted for 110 clusters in mun)
-----------------------------------------------------------------------------------
                  |               Robust
           sen_vs | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
------------------+----------------------------------------------------------------
        inc_share |  -.6379987   1.253772    -0.51   0.612    -3.122934    1.846937
         rc_share |   .4265869   .2055829     2.08   0.040     .0191284    .8340455
    aglipay_share |  -1.374205   .3170643    -4.33   0.000    -2.002617   -.7457944
     mormon_share |  -.2253246   .4341914    -0.52   0.605    -1.085878    .6352287
      islam_share |   .4177426    .304253     1.37   0.173    -.1852769    1.020762
       uccp_share |  -1.909062   .7445281    -2.56   0.012    -3.384692   -.4334314
pentecostal_share |   -2.22687   2.288229    -0.97   0.333    -6.762066    2.308326
        aog_share |   3.490243   2.372093     1.47   0.144    -1.211167    8.191654
    jehovah_share |   3.014755   2.151971     1.40   0.164    -1.250382    7.279892
        coc_share |   1.660078   1.206016     1.38   0.171     -.730207    4.050363
      other_share |   .5818683   .2493201     2.33   0.021     .0877239    1.076013
            _cons |  -.2086023   .2128343    -0.98   0.329     -.630433    .2132284
-----------------------------------------------------------------------------------

. estimates store reg1

. 
. areg sen_vs inc_share /// 
> rc_share aglipay_share mormon_share islam_share uccp_share pentecostal_share aog_share jehovah_share coc_share other_sha
> re ///
> if endorsed==1 & reg=="ARMM" ///
> , vce(cl mun) absorb(mun)

Linear regression, absorbing indicators             Number of obs     =  2,088
Absorbed variable: mun                              No. of categories =    110
                                                    F(11, 109)        =  40.89
                                                    Prob > F          = 0.0000
                                                    R-squared         = 0.3536
                                                    Adj R-squared     = 0.3142
                                                    Root MSE          = 0.0695

                                       (Std. err. adjusted for 110 clusters in mun)
-----------------------------------------------------------------------------------
                  |               Robust
           sen_vs | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
------------------+----------------------------------------------------------------
        inc_share |   3.638906   2.472293     1.47   0.144    -1.261098    8.538909
         rc_share |  -.9306491   .6720563    -1.38   0.169    -2.262643    .4013447
    aglipay_share |  -25.23707   7.161796    -3.52   0.001    -39.43151   -11.04262
     mormon_share |  -1.385675    .476738    -2.91   0.004    -2.330554    -.440796
      islam_share |   -1.44426   .9163048    -1.58   0.118    -3.260346    .3718267
       uccp_share |  -6.330116   4.890253    -1.29   0.198    -16.02244    3.362207
pentecostal_share |     .97501    10.0365     0.10   0.923    -18.91702    20.86704
        aog_share |   10.76866   20.69157     0.52   0.604    -30.24135    51.77867
    jehovah_share |  -26.62075    16.4565    -1.62   0.109    -59.23701     5.99551
        coc_share |  -5.648212   1.854292    -3.05   0.003    -9.323359   -1.973065
      other_share |  -1.967517   .9882421    -1.99   0.049     -3.92618   -.0088527
            _cons |    1.13865    .640533     1.78   0.078    -.1308652    2.408166
-----------------------------------------------------------------------------------

. estimates store reg2

. 
. areg sen_vs inc_share /// 
> rc_share aglipay_share mormon_share islam_share uccp_share pentecostal_share aog_share jehovah_share coc_share other_sha
> re ///
> edu_none edu_elem edu_hs edu_coll edu_grad edu_unknown ///
> ms_married ms_single ms_widowed ms_div_sep ms_comlaw_livin ms_unknown /// 
> a18_29 a30_59 a60_above /// 
> overseas_share /// 
> hh_size /// 
> male /// 
> ln_tot_inc ///
> if endorsed==1 & reg=="ARMM" ///
> , vce(cl mun) absorb(mun)

Linear regression, absorbing indicators             Number of obs     =  2,088
Absorbed variable: mun                              No. of categories =    110
                                                    F(30, 109)        =  95.03
                                                    Prob > F          = 0.0000
                                                    R-squared         = 0.3928
                                                    Adj R-squared     = 0.3495
                                                    Root MSE          = 0.0676

                                       (Std. err. adjusted for 110 clusters in mun)
-----------------------------------------------------------------------------------
                  |               Robust
           sen_vs | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
------------------+----------------------------------------------------------------
        inc_share |    1.62906   2.398599     0.68   0.498    -3.124885    6.383005
         rc_share |  -2.814947   1.000465    -2.81   0.006    -4.797835   -.8320585
    aglipay_share |   -24.4175   7.030886    -3.47   0.001    -38.35249   -10.48251
     mormon_share |  -3.491394   1.778139    -1.96   0.052    -7.015607      .03282
      islam_share |  -4.317458   1.440893    -3.00   0.003    -7.173261   -1.461655
       uccp_share |  -11.12935   6.022704    -1.85   0.067    -23.06616    .8074523
pentecostal_share |  -4.040303   11.12186    -0.36   0.717    -26.08347    18.00286
        aog_share |  -6.260492   24.41499    -0.26   0.798    -54.65022    42.12923
    jehovah_share |  -45.05137    17.3515    -2.60   0.011    -79.44148   -10.66127
        coc_share |  -5.644145    2.90221    -1.94   0.054    -11.39623    .1079408
      other_share |  -3.595612   .9346762    -3.85   0.000     -5.44811   -1.743114
         edu_none |  -49.68179   51.30747    -0.97   0.335    -151.3715    52.00794
         edu_elem |  -49.82349   51.31234    -0.97   0.334    -151.5229    51.87589
           edu_hs |  -49.81458   51.29965    -0.97   0.334    -151.4888    51.85965
         edu_coll |  -49.54403    51.3318    -0.97   0.337     -151.282    52.19392
         edu_grad |  -50.06098   51.33654    -0.98   0.332    -151.8083    51.68637
      edu_unknown |  -49.67807   51.27758    -0.97   0.335    -151.3086    51.95243
       ms_married |  -55.86186   89.99551    -0.62   0.536      -234.23    122.5063
        ms_single |   -55.9768    89.9976    -0.62   0.535    -234.3491    122.3955
       ms_widowed |  -54.21839   90.24208    -0.60   0.549    -233.0753    124.6385
       ms_div_sep |  -55.00008   89.73362    -0.61   0.541    -232.8492     122.849
  ms_comlaw_livin |  -49.35682   89.54364    -0.55   0.583    -226.8294    128.1158
       ms_unknown |  -58.32071   90.15651    -0.65   0.519     -237.008    120.3666
           a18_29 |  -149.4518   69.10956    -2.16   0.033    -286.4247    -12.4789
           a30_59 |  -149.5604   68.99357    -2.17   0.032    -286.3034   -12.81738
        a60_above |  -149.5185   69.10042    -2.16   0.033    -286.4732   -12.56369
   overseas_share |   .1967724   .3013823     0.65   0.515    -.4005575    .7941023
          hh_size |   .0114408   .0120597     0.95   0.345    -.0124612    .0353428
             male |   1.236023   .5275296     2.34   0.021     .1904762    2.281569
       ln_tot_inc |   .0005356   .0006186     0.87   0.388    -.0006904    .0017616
            _cons |   257.5134   115.0641     2.24   0.027     29.46019    485.5667
-----------------------------------------------------------------------------------

. estimates store reg3

. 
. areg sen_vs inc_share /// 
> rc_share aglipay_share mormon_share islam_share uccp_share pentecostal_share aog_share jehovah_share coc_share other_sha
> re ///
> edu_none edu_elem edu_hs edu_coll edu_grad edu_unknown ///
> ms_married ms_single ms_widowed ms_div_sep ms_comlaw_livin ms_unknown /// 
> a18_29 a30_59 a60_above /// 
> overseas_share /// 
> hh_size /// 
> male /// 
> ln_tot_inc ///
> year1 year2 ///
> if endorsed==1 & reg=="ARMM" ///
> , vce(cl mun) absorb(mun)
note: year2 omitted because of collinearity.

Linear regression, absorbing indicators             Number of obs     =  2,088
Absorbed variable: mun                              No. of categories =    110
                                                    F(31, 109)        =  86.94
                                                    Prob > F          = 0.0000
                                                    R-squared         = 0.3928
                                                    Adj R-squared     = 0.3492
                                                    Root MSE          = 0.0677

                                       (Std. err. adjusted for 110 clusters in mun)
-----------------------------------------------------------------------------------
                  |               Robust
           sen_vs | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
------------------+----------------------------------------------------------------
        inc_share |   1.582969   2.914397     0.54   0.588    -4.193271     7.35921
         rc_share |  -2.816111   1.005717    -2.80   0.006     -4.80941   -.8228116
    aglipay_share |  -24.43463   7.024641    -3.48   0.001    -38.35724   -10.51202
     mormon_share |  -3.486089   1.741339    -2.00   0.048    -6.937366   -.0348121
      islam_share |  -4.321159   1.459252    -2.96   0.004    -7.213349   -1.428969
       uccp_share |  -11.14147   5.980752    -1.86   0.065    -22.99513    .7121804
pentecostal_share |  -4.045663   11.08991    -0.36   0.716    -26.02551    17.93418
        aog_share |  -6.385662   24.00074    -0.27   0.791    -53.95436    41.18303
    jehovah_share |  -44.92997   18.35819    -2.45   0.016    -81.31529   -8.544639
        coc_share |   -5.64863   2.953757    -1.91   0.058    -11.50288    .2056203
      other_share |  -3.596305   .9375036    -3.84   0.000    -5.454406   -1.738203
         edu_none |  -49.13483   51.99214    -0.95   0.347    -152.1816     53.9119
         edu_elem |  -49.27637   51.99904    -0.95   0.345    -152.3368    53.78403
           edu_hs |  -49.26741   51.99177    -0.95   0.345    -152.3134    53.77858
         edu_coll |  -48.99873   52.00221    -0.94   0.348    -152.0654    54.06796
         edu_grad |  -49.51393   52.02833    -0.95   0.343    -152.6324    53.60454
      edu_unknown |  -49.13308    51.9556    -0.95   0.346    -152.1074    53.84123
       ms_married |  -56.59664   101.8648    -0.56   0.580    -258.4894    145.2961
        ms_single |  -56.70567   101.7633    -0.56   0.579    -258.3972    144.9859
       ms_widowed |  -54.96342   102.2627    -0.54   0.592    -257.6449     147.718
       ms_div_sep |  -55.73028   101.5528    -0.55   0.584    -257.0046    145.5441
  ms_comlaw_livin |  -50.07433   101.0339    -0.50   0.621    -250.3203    150.1716
       ms_unknown |  -59.05288   101.9937    -0.58   0.564     -261.201    143.0953
           a18_29 |  -150.1354   60.38104    -2.49   0.014    -269.8087   -30.46212
           a30_59 |   -150.242   60.27422    -2.49   0.014    -269.7036   -30.78047
        a60_above |  -150.1865   60.53315    -2.48   0.015    -270.1612   -30.21175
   overseas_share |   .1963386   .2982943     0.66   0.512     -.394871    .7875483
          hh_size |    .011309   .0129457     0.87   0.384     -.014349     .036967
             male |    1.23343   .5331264     2.31   0.023     .1767906    2.290069
       ln_tot_inc |   .0005454   .0007064     0.77   0.442    -.0008547    .0019455
            year1 |  -.0015896   .0453016    -0.04   0.972    -.0913758    .0881967
            year2 |          0  (omitted)
            _cons |   258.3863   120.0756     2.15   0.034     20.40038    496.3722
-----------------------------------------------------------------------------------

. estimates store reg4

. 
. areg sen_vs inc_share /// 
> rc_share aglipay_share mormon_share islam_share uccp_share pentecostal_share aog_share jehovah_share coc_share other_sha
> re ///
> edu_none edu_elem edu_hs edu_coll edu_grad edu_unknown ///
> ms_married ms_single ms_widowed ms_div_sep ms_comlaw_livin ms_unknown /// 
> a18_29 a30_59 a60_above /// 
> overseas_share /// 
> hh_size /// 
> male /// 
> ln_tot_inc ///
> year1 year2 ///
> sen1 sen2-sen92 ///
> if endorsed==1 & reg=="ARMM" ///
> , vce(cl mun) absorb(mun)
note: year2 omitted because of collinearity.
note: sen1 omitted because of collinearity.
note: sen2 omitted because of collinearity.
note: sen3 omitted because of collinearity.
note: sen7 omitted because of collinearity.
note: sen8 omitted because of collinearity.
note: sen9 omitted because of collinearity.
note: sen10 omitted because of collinearity.
note: sen12 omitted because of collinearity.
note: sen13 omitted because of collinearity.
note: sen14 omitted because of collinearity.
note: sen15 omitted because of collinearity.
note: sen17 omitted because of collinearity.
note: sen18 omitted because of collinearity.
note: sen19 omitted because of collinearity.
note: sen21 omitted because of collinearity.
note: sen23 omitted because of collinearity.
note: sen26 omitted because of collinearity.
note: sen28 omitted because of collinearity.
note: sen29 omitted because of collinearity.
note: sen30 omitted because of collinearity.
note: sen32 omitted because of collinearity.
note: sen33 omitted because of collinearity.
note: sen34 omitted because of collinearity.
note: sen35 omitted because of collinearity.
note: sen36 omitted because of collinearity.
note: sen38 omitted because of collinearity.
note: sen39 omitted because of collinearity.
note: sen40 omitted because of collinearity.
note: sen43 omitted because of collinearity.
note: sen44 omitted because of collinearity.
note: sen45 omitted because of collinearity.
note: sen46 omitted because of collinearity.
note: sen47 omitted because of collinearity.
note: sen48 omitted because of collinearity.
note: sen50 omitted because of collinearity.
note: sen51 omitted because of collinearity.
note: sen52 omitted because of collinearity.
note: sen53 omitted because of collinearity.
note: sen54 omitted because of collinearity.
note: sen55 omitted because of collinearity.
note: sen56 omitted because of collinearity.
note: sen57 omitted because of collinearity.
note: sen58 omitted because of collinearity.
note: sen59 omitted because of collinearity.
note: sen60 omitted because of collinearity.
note: sen61 omitted because of collinearity.
note: sen62 omitted because of collinearity.
note: sen64 omitted because of collinearity.
note: sen65 omitted because of collinearity.
note: sen66 omitted because of collinearity.
note: sen67 omitted because of collinearity.
note: sen68 omitted because of collinearity.
note: sen69 omitted because of collinearity.
note: sen70 omitted because of collinearity.
note: sen71 omitted because of collinearity.
note: sen72 omitted because of collinearity.
note: sen74 omitted because of collinearity.
note: sen76 omitted because of collinearity.
note: sen78 omitted because of collinearity.
note: sen79 omitted because of collinearity.
note: sen81 omitted because of collinearity.
note: sen82 omitted because of collinearity.
note: sen83 omitted because of collinearity.
note: sen84 omitted because of collinearity.
note: sen85 omitted because of collinearity.
note: sen86 omitted because of collinearity.
note: sen87 omitted because of collinearity.
note: sen88 omitted because of collinearity.
note: sen90 omitted because of collinearity.
note: sen91 omitted because of collinearity.
note: sen92 omitted because of collinearity.

Linear regression, absorbing indicators             Number of obs     =  2,088
Absorbed variable: mun                              No. of categories =    110
                                                    F(52, 109)        = 104.32
                                                    Prob > F          = 0.0000
                                                    R-squared         = 0.5257
                                                    Adj R-squared     = 0.4860
                                                    Root MSE          = 0.0601

                                       (Std. err. adjusted for 110 clusters in mun)
-----------------------------------------------------------------------------------
                  |               Robust
           sen_vs | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
------------------+----------------------------------------------------------------
        inc_share |   1.582969   2.930243     0.54   0.590    -4.224677    7.390616
         rc_share |  -2.816111   1.011185    -2.78   0.006    -4.820247   -.8119741
    aglipay_share |  -24.43463   7.062839    -3.46   0.001    -38.43295   -10.43631
     mormon_share |  -3.486089   1.750806    -1.99   0.049     -6.95613   -.0160476
      islam_share |  -4.321159   1.467186    -2.95   0.004    -7.229073   -1.413244
       uccp_share |  -11.14147   6.013269    -1.85   0.067    -23.05958    .7766284
pentecostal_share |  -4.045663   11.15021    -0.36   0.717    -26.14501    18.05369
        aog_share |  -6.385662   24.13124    -0.26   0.792    -54.21299    41.44167
    jehovah_share |  -44.92997     18.458    -2.43   0.017    -81.51312    -8.34681
        coc_share |   -5.64863   2.969817    -1.90   0.060    -11.53471    .2374505
      other_share |  -3.596305   .9426007    -3.82   0.000    -5.464509   -1.728101
         edu_none |  -49.13483   52.27489    -0.94   0.349     -152.742     54.4723
         edu_elem |  -49.27637   52.28182    -0.94   0.348    -152.8972     54.3445
           edu_hs |  -49.26741   52.27451    -0.94   0.348    -152.8738    54.33898
         edu_coll |  -48.99873   52.28502    -0.94   0.351    -152.6259    54.62847
         edu_grad |  -49.51393   52.31128    -0.95   0.346    -153.1932    54.16533
      edu_unknown |  -49.13308   52.23815    -0.94   0.349    -152.6674    54.40123
       ms_married |  -56.59664   102.4187    -0.55   0.582    -259.5873     146.394
        ms_single |  -56.70567   102.3167    -0.55   0.581     -259.494    146.0827
       ms_widowed |  -54.96342   102.8188    -0.53   0.594     -258.747    148.8202
       ms_div_sep |  -55.73028    102.105    -0.55   0.586    -258.0991    146.6386
  ms_comlaw_livin |  -50.07433   101.5833    -0.49   0.623    -251.4092    151.2605
       ms_unknown |  -59.05288   102.5483    -0.58   0.566    -262.3003    144.1946
           a18_29 |  -150.1354   60.70971    -2.47   0.015    -270.4601   -29.81071
           a30_59 |   -150.242   60.60231    -2.48   0.015    -270.3538   -30.13021
        a60_above |  -150.1865   60.86265    -2.47   0.015    -270.8143    -29.5587
   overseas_share |   .1963386   .2999161     0.65   0.514    -.3980854    .7907627
          hh_size |    .011309   .0130161     0.87   0.387    -.0144885    .0371065
             male |    1.23343   .5360251     2.30   0.023     .1710456    2.295814
       ln_tot_inc |   .0005454   .0007103     0.77   0.444    -.0008623    .0019531
            year1 |   .0124992    .046637     0.27   0.789    -.0799339    .1049323
            year2 |          0  (omitted)
             sen1 |          0  (omitted)
             sen2 |          0  (omitted)
             sen3 |          0  (omitted)
             sen4 |   .0019403   .0054055     0.36   0.720    -.0087732    .0126538
             sen5 |  -.0228301   .0137632    -1.66   0.100    -.0501083    .0044482
             sen6 |  -.0195491   .0071967    -2.72   0.008    -.0338127   -.0052854
             sen7 |          0  (omitted)
             sen8 |          0  (omitted)
             sen9 |          0  (omitted)
            sen10 |          0  (omitted)
            sen11 |  -.0432416   .0089011    -4.86   0.000    -.0608833   -.0255999
            sen12 |          0  (omitted)
            sen13 |          0  (omitted)
            sen14 |          0  (omitted)
            sen15 |          0  (omitted)
            sen16 |  -.0081205   .0072415    -1.12   0.265    -.0224729    .0062319
            sen17 |          0  (omitted)
            sen18 |          0  (omitted)
            sen19 |          0  (omitted)
            sen20 |  -.0265983   .0070191    -3.79   0.000    -.0405098   -.0126867
            sen21 |          0  (omitted)
            sen22 |  -.0168851   .0091962    -1.84   0.069    -.0351116    .0013415
            sen23 |          0  (omitted)
            sen24 |  -.0037704   .0082121    -0.46   0.647    -.0200464    .0125057
            sen25 |    .015974   .0143894     1.11   0.269    -.0125455    .0444934
            sen26 |          0  (omitted)
            sen27 |   .0159828   .0093047     1.72   0.089    -.0024589    .0344245
            sen28 |          0  (omitted)
            sen29 |          0  (omitted)
            sen30 |          0  (omitted)
            sen31 |  -.0319472   .0089973    -3.55   0.001    -.0497796   -.0141147
            sen32 |          0  (omitted)
            sen33 |          0  (omitted)
            sen34 |          0  (omitted)
            sen35 |          0  (omitted)
            sen36 |          0  (omitted)
            sen37 |  -.0324234   .0143706    -2.26   0.026    -.0609056   -.0039412
            sen38 |          0  (omitted)
            sen39 |          0  (omitted)
            sen40 |          0  (omitted)
            sen41 |   .0157357    .009809     1.60   0.112    -.0037055    .0351769
            sen42 |   .0232237   .0157551     1.47   0.143    -.0080024    .0544498
            sen43 |          0  (omitted)
            sen44 |          0  (omitted)
            sen45 |          0  (omitted)
            sen46 |          0  (omitted)
            sen47 |          0  (omitted)
            sen48 |          0  (omitted)
            sen49 |   .0049263   .0115535     0.43   0.671    -.0179724    .0278249
            sen50 |          0  (omitted)
            sen51 |          0  (omitted)
            sen52 |          0  (omitted)
            sen53 |          0  (omitted)
            sen54 |          0  (omitted)
            sen55 |          0  (omitted)
            sen56 |          0  (omitted)
            sen57 |          0  (omitted)
            sen58 |          0  (omitted)
            sen59 |          0  (omitted)
            sen60 |          0  (omitted)
            sen61 |          0  (omitted)
            sen62 |          0  (omitted)
            sen63 |  -.0298758   .0138388    -2.16   0.033    -.0573039   -.0024477
            sen64 |          0  (omitted)
            sen65 |          0  (omitted)
            sen66 |          0  (omitted)
            sen67 |          0  (omitted)
            sen68 |          0  (omitted)
            sen69 |          0  (omitted)
            sen70 |          0  (omitted)
            sen71 |          0  (omitted)
            sen72 |          0  (omitted)
            sen73 |  -.0164687   .0067672    -2.43   0.017     -.029881   -.0030564
            sen74 |          0  (omitted)
            sen75 |    .102036   .0131652     7.75   0.000      .075943    .1281289
            sen76 |          0  (omitted)
            sen77 |   .0122631   .0091886     1.33   0.185    -.0059484    .0304745
            sen78 |          0  (omitted)
            sen79 |          0  (omitted)
            sen80 |  -.0299143   .0075763    -3.95   0.000    -.0449302   -.0148984
            sen81 |          0  (omitted)
            sen82 |          0  (omitted)
            sen83 |          0  (omitted)
            sen84 |          0  (omitted)
            sen85 |          0  (omitted)
            sen86 |          0  (omitted)
            sen87 |          0  (omitted)
            sen88 |          0  (omitted)
            sen89 |  -.0319471   .0119786    -2.67   0.009    -.0556882   -.0082059
            sen90 |          0  (omitted)
            sen91 |          0  (omitted)
            sen92 |          0  (omitted)
            _cons |   258.3862   120.7288     2.14   0.035     19.10571    497.6668
-----------------------------------------------------------------------------------

. estimates store reg5

. 
. predict yhat3
(option xb assumed; fitted values)

. 
. cd "/Users/nravanilla/Library/CloudStorage/Dropbox/Project INC/CPS Submission/Replication Files/5_Tables"
/Users/nravanilla/Library/CloudStorage/Dropbox/Project INC/CPS Submission/Replication Files/5_Tables

.  
. outreg2 [reg1 reg2 reg3 reg4 reg5] using  "tableA3.xls",replace auto(2) tex
tableA3.tex
tableA3.xls
dir : seeout

. 
. 
. ************
. * Table A4 *
. ************
. 
. *No replication. The table presents original coding by the author, derived from secondary data sources.
. 
. 
. log close
      name:  <unnamed>
       log:  /Users/nravanilla/Library/CloudStorage/Dropbox/Project INC/CPS Submission/Replication Files/7_extraordinary_i
> nc_logfile.log
  log type:  text
 closed on:  11 Nov 2024, 12:22:09
--------------------------------------------------------------------------------------------------------------------------
